gsoc_script.ipynb

{
 "metadata": {
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.2"
  },
  "orig_nbformat": 2,
  "kernelspec": {
   "name": "python392jvsc74a57bd094177165c184f5bb1e1d0e8b23965c088da0bf354be75cbadf3a9f76ef2ba52e",
   "display_name": "Python 3.9.2 64-bit"
  },
  "metadata": {
   "interpreter": {
    "hash": "94177165c184f5bb1e1d0e8b23965c088da0bf354be75cbadf3a9f76ef2ba52e"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2,
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "from lxml import html\n",
    "import codecs\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "#page=requests.get('https://summerofcode.withgoogle.com/projects/?sp-page=65#!')\n",
    "#soup=BeautifulSoup(page,'lxml')\n",
    "#print(soup)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "with codecs.open('sample.html', 'r', encoding='utf-8', errors='ignore') as fdata:\n",
    "    soup=BeautifulSoup(fdata,'lxml')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "body=soup.find('body')        #taking out body out of whole code\n",
    "#x=body.find('li',class_='project-card')          \n",
    "#y=x.find('div',class_='project-card__right-header-content')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "1292\n"
     ]
    }
   ],
   "source": [
    "len=0\n",
    "name_list=[]\n",
    "project_list=[]\n",
    "organisation_list=[]\n",
    "\n",
    "for blocks in body.find_all('li',class_='project-card'):\n",
    "    y=blocks.find('div',class_='project-card__right-header-content')\n",
    "\n",
    "    names=y.h2.text\n",
    "    name_list.append(names)\n",
    "\n",
    "    z=y.find_all('a',class_='md-soc-theme')\n",
    "    \n",
    "    project_list.append(z[0].text)\n",
    "    organisation_list.append(z[1].text)\n",
    "    \n",
    "    len+=1\n",
    "print(len)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "['Ajay Arasanipalai', 'Sidharth Mundhra', 'Zyad Ali', 'Dinesh Chidipothu', 'Yi FENG', 'Pranav Bhatt', 'Mritunjay Sharma', 'Mohamed Soudy-1', 'Varun Tiwari', 'Mohit Singh', 'Mark Joseph Kuebel', 'Bruno Messias', 'Midhun Suresh R', 'Priyam Seth', 'Avinal', 'Arvind Ganesh', 'Michał Łukomski', 'Aditi Sawant', 'Keisuke Nishimura', 'Muhammed Suhail A H', 'Yu-Shiang Dang', 'Gaurav Pandey (ligmitz)', 'Michail Raptakis', 'Dinesh Sathia Raj', 'Suraj Kumar-3', 'Suyash Vardhan Mathur', 'Atharva Arya', 'Ashwin M', 'Nived', 'Sean Ng', 'Nitik Jain', 'Nitesh Mahawar', 'Bogdan Grigoruță', 'Fan Chung', 'Shruti Chaturvedi', 'Xu Wang', 'Wenhe Li', 'Debaditya Pal', 'Milind Thakur', 'Harjeet Singh', 'Dhairya Bahl', 'imlk', 'ayush_bansal', 'Naman Lakhwani', 'Neelaksh Singh', 'Rudraksh Aggarwal', 'Devin Ragotzy', 'Ankit Hans', 'harshadms', 'Shikhar Vashistha', 'Jackson Campolattaro', 'D.J. Servilla', 'Aaradhya Saxena', 'Aakash Chaudhary', 'vivek vardhan adepu', 'Dhanuka Warusadura.', 'Abhinav Krishna C K', 'Ghulam Ghous', 'YashRaj-2001', 'Aditya Siddheshwar', 'Arjun Garg', 'Rohan Gupta', 'Muhammad Ehsan ul Haq', 'Kartik_Gupta', 'Mayur Shende', 'Tanya Prasad', 'Marcos Tidball', 'Divye Nayyar', 'Anshal Shukla', 'Jebastin Nadar', 'Eugene Lyapustin', 'Sundeep Chand', 'Radesh Kumar', 'Junduo Dong', 'Gagan Aryan', 'Nnamdi', 'Guillem Felis', 'Aniket Ranjan', 'Shruti Sridhar', 'Chirag Kasat', 'Anis Ismail', 'Tanmay Chavan', 'ankiitgupta7', 'Pinku Deb Nath', 'Caleb Herbel', 'Yash Bhambhu', 'Arsh Pratap', 'Callum Rollo', 'eppisai (Aman Singh)', 'satbws', 'Amanjot Singh', 'Ybrahin Martinez', 'Sanchita Singh', 'Aryan Shridhar', 'Mithil', 'Riccardo Mancini', 'Nishchal Singi', 'Yemdjih Kaze Nasser', 'Virajkumar Patel', 'Zeyad Gouda', 'Abhay Garg', 'Niklas Muennighoff', 'Anna Bogdanova', 'Aman Dwivedi', 'Kensei Nakada', 'Jeffrey Paul', 'Rakshit P', 'Alejandro Fernández', 'nakuldx', 'Chuyang Chen', 'aniket agarwalla', 'Alluri Harshit Varma', 'James Culver', 'Karan Singh', 'qlin', 'Aditi Verma', 'Sinan Gençoğlu', 'Akash Dhiman', 'Bhuvaneshwar Vemula', 'Nicholas Mancuso', 'Emma Bastås', 'Pranav Saxena', 'Yasharth Dubey', 'Shehjad Khan', 'Archit Rungta', 'Nabeel Danish', 'Harshit Chopra', 'Saloni Goyal', 'Arsh Sharma', 'Tarun Moses Akumalla', 'KUMAR SHIVAM', 'Amr Elsersy', 'Divyasheel', 'Roberto David Aleman', 'Mrigank Anand', 'David Ayotte', 'Ujjwal Agarwal', 'Georgios Giannakoulias', 'Atharva Raykar', 'unsuitable001', 'Aditya Kane', 'Ahmed-1', 'Isabel Lima', 'Deepak Singh Rathore', 'Julian Komaromy', 'Adam Li', 'a-yyg', 'Shailesh Kanojiya', 'Mahanaz Atiqullah', 'Nasir Hemed', 'Aaryan Porwal', 'Benura Abeywardena', 'Kathrin Elmenhorst', 'Bayram Çiçek', 'Venkata Shravan', 'Ritik Jain', 'The_DarkFire_', 'Sarthak Singh', 'George Mitenkov', 'Sahil', 'Xinyu Wang', 'Kunwar Maheep Singh', 'Hariom Chaturvedi', 'Ayush Shrivastava', 'Alessandro Cheli', 'infaz', 'Shubham Awasthi', 'Himanshi Kalra', 'Victor Hugo Cano Gil', 'TinTin', 'Dhanmoni Nath', 'Manav Agarwal', 'Octávio H. Müller Barrio', 'Parth Pant', 'Vipul Chhabra', 'Noah Liguori-Bills', 'Swapnal Shahil', 'Jenniline Ebai', 'Baidyanath Kundu', 'D R Siddhartha', 'Pratyush Tiwari', 'zwerg4', 'Sophia He', 'Piotrek Brzeziński', 'Anubhav Singh-1', 'Manas Gupta', 'Rasswanth S', 'Sumitra Saksham', 'Mrinalkanti Roy', 'Vivek Agrawal', 'Pranav Mahajan', 'M. Vignesh Venkataraman', 'Samarjeet Singh', 'Purvansh Singh', 'Aman  Verma', 'jaxmatrix', 'Yash', 'S.M Mukarram Nainar', 'Haris Zafeiropoulos', 'Tanmay Singal', 'Rishab Mallick', 'Nabeel Merchant', 'Tim Ramlot', 'Jake Watson', 'strukovas', 'Ganesh Pawar', 'Omkar  Bhilare', 'Matan', 'Rupal Sharma', 'Aishwary Saxena', 'Siddhant Sehgal', 'Isaiah Blanks', 'gupt4j1', 'Mohammad Arshad', 'Ninad Jangle', 'Ahmed Moorsy', 'Michal Lenc', 'Bikram Biswas-1', 'JL_Meirelles', 'Halil İbrahim Ceylan', 'Vinayak Sankar', 'luc65r', 'Tamara David', 'Paulette Vazquez', 'ApratimRanChak', 'Rachana Podaralla', 'Nickil Maveli', 'Veenit Kumar', 'Rishabh Sanjay', 'Sarthak Saxena', 'Prateek Ganguli', 'Mikhail Nitenko', 'taylorzhancher', 'Siddharth Bhatia', 'Fang', 'Aviral Jain', 'Sang Woo Bae', 'Dhananjay Purohit', 'Arash Ahmadian', 'Siyi Wei', 'Savish Bedi', 'Abhay Raj Singh', 'Rahul Chauhan-1', 'Omkar Prabhune', 'Purhan Kaushik', 'Rishikesh Vanarse', 'Avishrant Sharma', 'Bhaarat Kumar Khatri', 'Atharva Nimbalkar', 'Aner Lucero', 'Mohammed Jeeshan Sheikh', 'Aditya Kasibhatla', 'Sayan Nath', 'Vishv Kakadiya', 'Yassmin Hesham', 'lvrcek', 'rgo3', 'Rishabh Ranjan Jha', 'Aniket Giri', 'María Belén', 'Ajay-1', 'Arkajyoti Basak', 'Mohammad Warid', 'Ank', 'Isaac Miti', 'William Kimmerer', 'Sachin Som', 'Yatharth Vyas', 'Stefanos Vlachos', 'Thomas Huber', 'Aman Godara', 'Meghal Bisht', 'Shubhank Saxena', 'antelk', 'Aryan Kenchappagol', 'federikovi', 'Zhuoran He', 'Archisman Dey', 'Sankalp (codesankalp)', 'Timo Rantakaulio', 'Viet Hoang', 'Sundaram Dubey', 'Yu Kimura', 'Nishtha Bodani', 'Purva Thakre', 'Heshan Andrews', 'Krishita Jain', 'Hritik Vijay', 'Sidharth Shambu', 'Zixuan Li', 'Ali Sedaghati', 'Hardik Thami', 'Shoaib Ahmed Siddiqui', 'Alexander Galarraga', 'Vuong Ho', 'Harshita Mangla', 'Alan Cueva', 'Ethan Long', 'Kabir', 'Ajit Mujumdar', 'Praveen Sahu', 'nrumeshp', 'Alejandro Rusi', 'Saransh Chopra', 'Toshiki Maekawa', 'Evan Lee', 'Saswata Mukherjee', 'Stelios Malamas', 'Shubhamjain', 'Mehdi Mabrouki', 'Kush Kothari', 'Hemanth Krishna', 'Akhil J Nair', 'Albert Morea', 'chazuttu', 'Leo', 'Shubham Kumar-1', 'Shreya Agarwal', 'sary nasser', 'Tobias Soppa', 'Darshpreet Singh', 'Naoto Ono', 'Claudio Cambra', 'Julius Marozas', 'Nanubala Gnana Sai', 'HanwGeek', 'Manikya', 'Aditya Jeppu', 'Abhi Kulshrestha', 'Fruityloops', 'Estefania Barreto-Ojeda', 'Eesha Arif', 'Khaled Emara', 'Pulak Malhotra', 'Ritik Kumar Srivastava', 'Matthew Filipovich', 'Nghia Duong', 'Minshuo Chen', 'Xiaojie Yi', 'Matías Ceferino Demarchi', 'ankit2001', 'Harshal Dupare', 'arpitvaghela', 'Fabian Schempp', 'Nikhil Agarwal', 'Umang Taneja', 'Eshan Arora', 'Nadezda Lutovinova', 'Gangavarapu Praneeth', 'Khanh-Tung Nguyen-Ba', 'Divyanshu Madan', 'Hannes', 'Arpan Parikh', 'Arijit Kundu', 'Rishabh Vasudevan', 'Shivanshu Tyagi', 'He Yang', 'Arkajyoti Bhattacharjee', 'Anant Thazhemadam', 'Manan Jethwani', 'Prajna', 'Harsh Kumar', 'SunTzunami_8_24', 'Ziwei XU', 'Liangda Wang', 'Akshit Kushwaha', 'visvesh subramanian', 'Fredrik Wieczerkowski', 'Saubhik Mukherjee', 'Harshitha S', 'Liq Tao', 'Ayas Behera', 'Antonio Gomes', 'Vasudev Gupta', 'Manish Kumar Shah', 'felipe bivort haiek', 'Soham Dixit', 'Sai Rohitth Chiluka', 'Ivan Molodetskikh', 'Parth Pratim Chatterjee', 'Leonardo Cumplido', 'Abdallah Elshamy', 'Leandro Doctors', 'Otávio Oliveira', 'Shu Richmond', 'Sachin Chauhan', 'Pranav Rajpal', 'Yashraj Desai', 'Dharna Chandrakar', 'Lisardo Pérez Lugones', 'Osama Ahmad', 'Ashish Malik47-', 'Aravind Murali', 'Pu (Luke) Yi', 'RWMK', 'Prakhar Agarwal', 'Asier Galicia Martínez', 'Chi Lung Cheng', 'João Seckler', 'Aradhana Kund', 'Chaitanya Kulkarni', 'Vedang Joshi', 'Mahmoud Khalil', 'DamianArado', 'Pola Hano Shehat', 'Shubhanshu Saxena', 'Vishal Chaudhary', 'Daniil Pakhomov', 'Mykola Medynskyi', 'Ajinkya Raghuwanshi', 'Ji Hun Hong', 'Mohamed Mokhtar', 'Darshil Patel', 'zbrown', 'Rahat Muneeb', 'Yongrong Chen', 'Tarun Nagdeve', 'Konstantinos Doumanidis', 'Puranjay Mohan', 'Martin Kostelník', 'Yash Rajpal', 'Kamush', 'Atreya Majumdar', 'Yuki Osaki', 'Dinko Franceschi', 'Quinn Okabayashi', 'Mirali Ahmadli', 'Ashutosh Chauhan -', 'Subham Raj', 'Nkoa Christophe', 'Georgiy Lebedev', 'Harshavardhan Unnibhavi', 'Paulina Martin', 'Eduardo Quintana Miranda', 'Tomás Assenza', 'Amirfarhad Nilizadeh', 'Ashwath V A', 'Alan Barzilay', 'Kartik', 'Harshal Anil Shende', 'Adithya Sunil Edakkadan', 'Dhruv Jain', 'Anshudhar Kumar Singh', 'Francesco Bursi', 'Guillem Lopez Paradis', 'Marlin Roberts', 'Adarsh Kumar', 'Siddhant Jain', 'Gopi Manohar Tatiraju', 'Jiarui Wang', 'Hari Prashant Bhimaraju', 'Lycanthrope', 'Anant Bhasin', 'Amr Maghraby', 'tastatham', 'Rithik Sharma', 'Aayush Sabharwal', 'Rahul Halder', 'Yorguin Mantilla Ramos', 'Gautam Jajoo', 'ABHISHEK AGARWAL', 'Tomas Capretto', 'Mai', 'Kapil (devkapilbansal)', 'Ahmed Alwasifey', 'Rajan Jaiswal', 'Deep Majumder', 'Gourishankar Panda', 'Yash Srivastava', 'Yash Jipkate', 'Remco Kranenburg', 'Gavish Poddar', 'Ping Zhang', 'Lakshya Singh', 'Suhas G', 'Martynas Stankevičius', 'Akshat Tiwari', 'Liutong HAN', 'Ritiek Malhotra', 'Benjamin Doron', 'mschwennesen', 'Aayush Joglekar', 'Mragank Shekhar', 'Siyuan Fan', 'Sankha Das', 'Avinash', 'Adrian-Antonio Petre', 'Frank Schäfer', 'adwaitbhope', 'Sparsh Agrawal', 'Omar Mohamed Abdel Samea', 'Deepro Choudhury', 'santhab', 'open-sorcerer', 'Hongcheng Zhong', 'Sandagomi Pieris', 'Ilias Kyranas', 'Alana Xiang', 'Alexis Ehret', 'Marcos Lerones', 'Akash Gupta', 'Sahan Dilshan', 'Ankur Saini', 'anubhav sharma', 'Yeming Gu', 'Jimil Desai', 'Aadi Bajpai', 'Utkarsh Maheshwari', 'Captain Yoshi', 'Rashmi K A', 'Indraneel Ghosh', 'Tran Huu Binh Minh', 'Linden Disney-Hogg', 'Ramanujan', 'D Ajay Kumar', 'Mainak Deb', 'Eyvaz Ahmadzada', 'Ifeanyichukwu', 'DhairyaJain', 'amanpro30', 'Srijan Paul', 'Nektarios Gkikakis Fifes', 'vsquareg', 'Giannis Papad', 'Sanjiban Sengupta', 'Jeevi', 'Nithin Jaikar', 'Olivian', 'Siras Hakobyan', 'Jakub Jelinek', 'Shivaditya Shivganesh', 'Rishi Purwar', 'Vishal Dalwadi', 'Amlan Kumar Nandy', 'Aditya Mitra', 'Nuwan Jayawardene', 'Dongjia Zhang', 'Aidan Marshall', 'Vadim Abzalov', 'Emiljano Gjiriti', 'srkltg', 'Vasily Ilin', 'Preet Vadaliya', 'yuqi (alyssa) chen', 'YoungHwan Joo', 'Aneesh Chawla', 'Ferran Delgado Garcia', 'pschreiber', 'Sunit Roy', 'Ayush Singh', 'Neel', 'Sarthak_Gupta', 'Ishan Kumar Kaler', 'Vineet Jain', 'Kinar Sharma', 'Aditya Wagh', 'Anubhav Sharma-1', 'Pankaj Yadav', 'Evgeniia Karunus', 'Ilia Ilmer', 'Shaik Ajmal R', 'David Davó', 'Rahul Anand', 'Abhay0O7', 'Songlin Jiang', 'Aman V. Singh', 'Anastasiia Sedova', 'geolas', 'Farjad Ilyas', 'Arpit Bhalla', 'Xuanda Yang', 'Alexis Newton', 'Zeeshan Equbal', 'Dhruv Vats', 'NIKITA MAHOVIYA', 'Rahul Saini', 'Duong Dac', 'Rishi R', 'Prateek Pardeshi', 'Xingyu Liu', 'Rahul Babu Shrestha', 'Rikito Taniguchi', 'Yulia Kuzovkova', 'Somil Jain', 'José Manuel Díaz Urraco', 'Nishit Patel', 'Maija Utriainen', 'Devyansh Chawla', 'Jose Giraldo', 'Hashim', 'Manan Sharma-1', 'Jean Staquet', 'Huu Long Nguyen', 'Nirmal Praveen Suthar', 'Hrithik Kumar Verma', 'Hari Krishna', 'CastilloDel', 'Jayaraj', 'Trung Kien Dang', 'Abhishek Zade', 'Adarsh Kumar Singh', 'Chukwuemeka Okechukwu', 'Hugo Flores Garcia', 'Sidharth Anand', 'Adithya Vardhan', 'Sushanth Rao', 'Maayami', 'Farees Hussain Syed', 'Stuti Mohgaonkar', 'Apoorva Vikram Singh', 'Albert Font', 'Ioannis Sina', 'tpw_rules', 'Apurv Gupta', 'Georgios Pipilis', 'freyam', 'xing-zhi jiang', 'Panos Korovesis', 'Arsh Sharma-1', 'Jayesh Nirve', 'Chukwuebuka Ezike', 'Liviu-Alexandru Bud', 'Aditya Srivastav', 'Carol Mak', 'Raj Ranjan', 'rutvik chandla', 'Piyush_Kumar', 'Esteban Blanc', 'Eraraya Ricardo Muten', 'David Romero Bascones', 'Atharva Pusalkar', 'David Port Louis', 'Emre Kurtoglu', 'khyati', 'Aditya Kapoor', 'Kuter Dinel', 'Sai Prasanth Duvvuri', 'Bingchang Chen', 'Qi Zeng', 'Kelvin Kipkorir', 'Georgios Kosmas', 'ricardoV94', 'Huaxi Jiang', 'Delton', 'Chandan', 'Jeffrey Cochran', 'Jayasanka Weerasinghe', 'Vineet Sharma', 'Saurabh', 'Huzi Cheng', 'Fatih ATES', 'Mahmoud Mandour', 'Leonardo Coelho Ruas', 'Purushottam Tiwari', 'Kushal Kumar', 'Mridul', 'Mustafa Dharwala', 'Abdullah Deshmukh', 'Shiv Charan Sharma', 'Angad Kambli', 'krishna11', 'Akihiro Kiuchi', 'Ninad Bhat', 'Elias Little', 'Frinksy', 'Chandan Prakash', 'Ashutosh Bharambe', 'Kushagra Gupta 99', 'Prathamesh Tagore', 'Anurag Akella', 'Khushal Agarwal', 'Arthur Cohen', 'Sarthak Khattar', 'Goutam Verma', 'Suyog Garg', 'Yang Yang', 'Dhruva Gole', 'Divyansh Jain', 'Edward HUI', 'Ke Zhang', 'Anastasiy Belyaev', 'Kodjo Laurent Egbakou', 'Shruti Agarwal', 'Hwarim Hyun', 'Abhinav Anand', 'Vishal Sharma', 'Shreyan Ganguly', 'Alejandro Domínguez', 'ketangupta34', 'BHARAT BIRADAR', 'Yash Kumar Verma', 'Shrey Sachdeva', 'Purva Chaudhari', 'Guang Zhang', 'Sahaja Belaganti', 'Nishal Kulkarni', 'Vedant Shah', 'tanishq67', 'SeifEldeen Emad', 'Gerardo Duran-Martin', 'Jakub Duchniewicz', 'Utpalendu Barman', 'Pawan Wadhwani', 'Karine Pistili', 'Rijuta Singh', 'isolte', 'Parth Kanakiya', 'Divyam Ahuja', 'Manuel Drehwald', 'Anurag Gupta', 'Saptarshi Majumder', 'Ali Eren Yogurtcu', 'Sarthak Garg-1', 'Lara Lazier', 'Harsh Prakash Gupta', 'Ish Bosamiya', 'Medhavi Srivastava', 'João Vitor F. Cavalcante', 'Hiebl', 'Oskar Walcher', 'Nicolas', 'Ameya Deshpande', 'Arjun Taneja', 'ArunagirinadanSudharshan', 'Swadesh Jana', 'kinshuk', 'Mohit', 'Rohit Goswami', 'Dilith Jayakody', 'Sudhanshu Kumar P', 'Nitin Mishra', 'Yash Agrawal', 'Kaushlendra Pratap Singh', 'Siger', 'Danish Jamal', 'Hanxi Guo', 'Manav Nair', 'Kai A. Hiller', 'Mohit Balwani', 'Sai Bhushan', 'Kamil Albrycht', 'Aditi-Singh', 'Anastasia Neklepaeva', 'sp35', 'Crane yang', 'Jingchen YE', 'parth-07', 'Peddi Sai Varshith', 'Xin Yue Chen', 'lusceu', 'jasondk', 'Roberto Rosmaninho', 'Pokemod97', 'michaeokoko', 'Meet Bhatnagar', 'Anjani Kumar', 'Magali Lemes', 'earthshakira', 'adi10hero', 'Aditya-Dubey', 'Anand Kumar', 'suraj kulriya', 'Ida Delphine', 'Alexandros Manochis', 'Zhipeng Zhao', 'Riken Shah', 'Pritam Saha', 'Yash Patel', 'Matvey Luboshnikov', 'Michal Klein', 'Gaurav Genani', 'Pratik Baid', 'Hrithik Kumar', 'Kacper Kujawski', 'Harsh Mishra', 'Rakshita Varadarajan', 'Srikar Reddy Jilugu', 'Svea Marie Meyer', 'Priyanshu Jain', 'ThenoobMario', 'Tejasvi Gupta', 'Anshu Khare', 'Anshuman Singh', 'Amish Garg', 'Diptanshu Mittal', 'Xinyu Zhou', 'mikit', 'Harsh Bardhan Mishra', 'Hongli Zhao', 'Ahmat Hamdan', 'Adrij Shikhar', 'Hyeongyu Kim', 'Siddharth Saha', 'Anais Gonzalez', 'Diego Porras', 'Yifan Wang', 'Konstantin Sidorov', 'Tirth Patel', 'Varun Jain', 'Yash Prakash', 'Diego Urgell', 'Shashwat Dalakoti', 'Anaswara T Rajan', 'Jayesh Desai', 'Chetan Karwa', 'Rohan Mallick', 'Tarindu Jayatilaka', 'Ashutosh Kumar-1', 'Fawzi E. Abdulfattah', 'Anushka Chakraborty', 'Suraj Choubey', 'Martin Gius', 'Manjot Sidhu', 'Aditya R Rudra', 'Shubhaditya Burela', 'Sourabha G', 'CaitlinHaedrich', 'Aitik Gupta', 'Angelina Panagopoulou', 'Aakash Hemadri', 'Tim Reichelt', 'George Dialektakis', 'Ilya Zarubin', 'Marc Prat Masó', 'Amey Varhade', 'pingport80', 'shashwat', 'Nikolaos Kokkinis', 'Divyam Singal', 'Saurav Shrivastav', 'Mugilraj D', 'Tushar Guha Neogi', 'Oliver Madine', 'Sugam Srivastava', 'aley', 'Dimitrios Iatrakis', 'Antonin Jolivat', 'Punit Lodha', 'Shreyaa Sharma', 'Pranjal Singh', 'Sang Truong', 'Chinmay Vibhute', 'Vladyslav Hnatiuk', 'Lucas Wang', 'Arib Alam', 'Vishnu Madhav', 'Pranshu Kharkwal', 'Kaustubh Chaudhari', 'Rohit Sutradhar', 'Khushal Uttam', 'Quanwen Chen', 'Shayan Majumder', 'pruhnuhv', 'Lahiru Udayanga De Silva', 'Rafael Badell', 'Valentin Boettcher', 'Naveen Sai', 'Nolan Windham', 'Shiyu Liu', 'leachim', 'Niteesh Babu G S', 'Egor Zverev', 'Rahul Saxena', 'Flynn', 'Ishan Vatsaraj', 'Daniel Ko', 'mmalenic', 'Phuoc-Khanh LE', 'Sylwia Majchrowska', 'Aryan Verma', 'Paula Marin', 'Anuradha Pandey', 'Prakhar Saxena', 'Esandha Vithanage', 'Suraj Kumar Mahto', 'Aman Gupta', 'Aleksei Dorkin', 'Cédric Dollet', 'Akash Saini', 'Priyanshu_Agarwal', 'Dmitry Volodin', 'jrybak', 'Vedant Nandoskar', 'Raghav Bhatia', 'Priyank Patel', 'Shiven Tripathi', 'Jenny Yu', 'Yash Pandey', 'Linda Kladivova', 'Namit Chandwani', 'giulio', 'Kannav Krishan Mehta', 'Simon Thor', 'Vladislav Kakurin', 'Adam R. Jensen', 'Artemis Georgopoulou', 'Zhengkun Chen', 'Sahan Dissanayaka', 'Ji Ho Kang', 'acmcmc', 'Sahil Grewal', 'Aakash Kaushik', 'Paritosh Singh', 'Saurabh Gupta-1', 'Artur Tomczak', 'Garv Tambi', 'Prashant Dodiya', 'alexrockhill', 'Alejandra Cossío Ch.', 'thhagelmayer', 'Abdallah Ahmed', 'Hemansh Khaneja', 'Archana Warrier', 'Balaji G', 'Gabriela Bittencourt', 'Theo Way', 'Bhavna Kosta', 'Miranda Ren', 'Yusuf Karadag', 'Wenzhang Yang', 'Karan Kharecha', 'Guanglin Huang', 'Jiyeon Lee', 'Akanksha Garg', 'Hardik Katehara', 'Rishabh kohale', 'Meenal Jhajharia', 'Srihari Humbarwadi', 'EasonC13', 'Sarthak Bhardwaj-1', 'Ruturaj Mohite', 'Martynas Jočys', 'Kumar Shivendu', 'Akshansh Bhatt', 'Juan Elias Rodriguez', 'Zeping Bai', 'Sanjay Singh Rajpoot', 'Pavindu Lakshan', 'Sai karthikeya', 'Siddhartha Jejurkar', 'Larry Dong', 'Fikri Milano', 'Nathan Wood', 'CodeChamp_SS', 'Sanket Shevkar', 'Niki Ito', 'BHAVESH SHARMA', 'Utsav Akhaury', 'Balaje', 'Bartłomiej Rasztabiga', 'Jatin Sharma', 'Ainhoa Maestro', 'Aryaman Gupta', 'Micah Kendall', 'July541', 'Kumar Saurabh Raj', 'Shridhar Goel', 'Donald Lee', 'Shriyanshu Kukreti', 'GUIFO FODJO A Yvan', 'Metehan Arslan', 'Akshit', 'Daniil Ignatiev', 'Hồng Quân Trần', 'Roshan Swain', 'Hang Yan', 'Manorit Chawdhry', 'Daniel Swanson', 'moki1202', 'btut', 'Katie Liu', 'Pranav Ballaney', 'Geraldine Galindo', 'Anubhab Das', 'Shyam', 'Adam Leung', 'Fahad Israr', 'Cyrine Gamoudi', 'Apoorva Agarwal-1', 'Manuel Genovés', 'Ming Liang Ang', 'orion cohen', 'Yurii Halychanskyi', 'Rohitesh Jain', 'FromG', 'Joshua Nsereko', 'Shantanu Kaushik', 'Sachin Jindal', 'Pau Riera i Portillo', 'Vinayak Sharma', 'Masood Kamandy', 'Joykirat Singh', 'Kira Patton', 'Javed Ali', 'Nishant Mittal', 'Samarpan Dutta', 'Thanoshan M.V.', 'Anirban166', 'Pulkit Midha', 'Rohit Topi', 'Ayush Prasad', 'Shivam Agarwal', 'Callum Brown', 'pilgrim2308', 'ranjit shah', 'anuejn', 'Veronia Iskandar', 'Utkarsh Shendge', 'Valerius_B', 'Özgür Kara', 'Sandeep Saurav', 'Azamat Akimniyazov', 'Jianhui Lu', 'Ankit kumar', 'fibersel', 'Rushikesh Tote', 'Aaron Saw Min Sern', 'Jaikishan Brijwani', 'AYAN BISWAS', 'Soumya', 'Pratyush Das', 'Harsh Khilawala', 'Piyumal Demotte', 'Santhosh_A', 'Rishabh Garg', 'Daniyal Abbasi', 'Ayush Tiwari', 'Riccardo Mori', 'Julius Hohnerlein', 'Mark Nawar', 'Saahil', 'Ashish-Kumar', 'Suryansh Singh Tomar', 'Christos Margiolis', 'Fahad Nayyar', 'Sourav singh', 'Aleksandr Gushchin', 'Lucas Stankus', 'YADNIK BENDALE', 'Srinivas Yadav', 'daksh', 'Nazerke Turtayeva', 'Akhil', 'Kaushik Sivashankar', 'Barun', 'Vedant Paranjape', 'Hasan Faraz Khan', 'Aditya Mulgundkar', 'Abhijeet Bodas', 'Oscar Ekholm', 'Lut', 'Yash-10', 'zohaib', 'Tasneem Koushar', 'Harshit Sharma', 'Gaelan Steele', 'Kumar Kartikeya Dwivedi', 'Mostafa Ashraf Mohamed', 'Shravan Chaudhari', 'Pavan Joshi', 'Mishal Singhai', 'Vasanth Mani Vasi', 'Chandykunju Alex', 'zyklotomic', 'Qijia “Joy” Liu', 'Tejasvi Chebrolu', 'Can Alpay', 'Divyank Lunkad', 'sh15h4nk', 'Omer Yacine', 'Sushmita', 'Yash Varshney', 'Tin Chon Chan', 'Ricardo Subtil', 'Dhruv Sondhi', 'Yunfei Zhao', 'Trung Ngo Tan', 'Simran Kathpalia', 'Shivam Pathak', 'Shardul Semwal', 'akash konda', 'Satyam Kumar', 'Martin Schulz', 'Anuj Singhal', 'Laurine Dargaud', 'Antriksh Misri', 'sayandip18', 'Ashish Patel', 'Anuj Lamoria', 'Junxuan Wu', 'Niklas Schmitz', 'Dimitris Papageorgiou', 'EXTREMOPHILARUM', 'Hae Dong Lee', 'srikavin', 'Isala Piyarisi', 'Cian Jinks', 'Kaaira Gupta', 'Aditya Kurkure', 'Utkarsh A. Mishra', 'Haeter', 'Nippun Sharma', 'Nga Tran', 'gorogoroumaru', 'Dhruv P', 'Katie Chan', 'srnaveen2k', 'Meet Shah', 'Bhumit Attarde', 'Tidiane', 'Anoushka Ramesh', 'Piyush Singariya', 'Anmol .', 'ayoubft', 'Pavit Kaur', 'Yongha Hwang', 'Sahil Walke', 'Gurudatta Patil', 'Manikant Rai', 'Lenka Hasova', 'Gagandeep Singh', 'Dhruv Sachdev', 'Aoji Xie', 'Rashmi Raj', 'Lokesh Rana', 'Fernando Martin', 'Abhishek Kumar Jha', 'Z0marlin', 'Sudeep Sidhu', 'Zeeshan Rafique', 'Arjun Gupta', 'Tushar Jain-2', 'Germano dos Santos', 'Jaiwanth', 'Anshuman Singh-1', 'Geetansh Saxena', 'Abhirup Pal', 'Mihai Popescu', 'Jeppe Blomgren', 'SUSHANT A.A.', 'Zulai Wang', 'Maneesh P M', 'Zihao Mu', 'Dhairya Khanna', 'Ross Viljoen', 'Dev Sebastian', 'Nur El-Din El-Rez', 'Kartikay Sharma', 'Rishabh Kumar', 'Devesh Kumar', 'Katrix', 'Eshan Tripathi-1', 'Dmitrii Klepikov', 'Maximiliano Sandoval', 'dvd48', 'Abhimanyu Rawat', 'mablin', 'Ethin Probst', 'ZheNing Hu', 'Noah Bouchier', 'Asha Sulaiman', 'boron', 'Pratik Dey', 'Vikram Atreyapurapu', 'Aaryan Kothari', 'Rohan Lekhwani', 'Aniket Bhat', 'Wahab Oguntade', 'Zelong Yue', 'Pratyush Ranjan', 'Vishwas Adiga', 'Debabrata Mandal', 'danseraf', 'Singh Prabhat', 'Shivam Singh-3', 'Marvin Häuser', 'Apoorv Srivastava', 'Alexander Slesarev', 'Pedro Falcato', 'Lohith Munakala', 'itssingh', 'rishabhsingh3003', 'DEVANSH DIXIT', 'Param Mirnai', 'isabella Macchivello', 'Syed Fahad', 'Fernando Casabán Blasco', 'Bala Dhinesh', 'ear7h', 'Sagilio', 'Aditya Ahuja', 'Yash Mathne', 'willpiper', 'Filip Adamik', 'Archit_Agrawal', 'kfb19', 'Ishaan Arora', 'Piumal Rathnayake', 'Anantha Rao', 'Psyogi Soma', 'Nizar Benshaqi', 'Pulkit Sharma', 'Mohammad Hesam Shaelaie', 'Bui Quang Minh', 'Husni Faiz', 'Mahak Porwal', 'Konstantinos Pallikaris', 'Yeshuai Cui', 'Allan Juan', 'georgevdl', 'Pushpinder Pal Singh', 'Akshay_Sharma', 'Tomoki Sugiura', 'Rohit Menon', 'Abanoub Ghadban', \"Mario Robert D'Ambrosio\", 'Siddharth Naithani ;sn99', 'Rachitt Shah', 'Mariam Fahmy', 'Nitesh Sinha', 'victorcwai', 'Ali A. Hariri', 'aniketiq', 'Monalisha Ojha', 'Cameron Connell', 'Vaibhav Thakkar', 'zhixiang Chen', 'Angie Ortiz Giraldo', 'Shuai Wang', 'Steph Prince', 'Aayush Sahu', 'SKefalidis', 'Jaidyn Levesque', 'Justin Fargnoli', 'Rohit Verma', 'Khuda Dad Nomani', 'Krishna Kariya', 'Vishal Mishra', 'peymaneh', 'Tushar Kumar-2', 'Aswin C', 'Xiaoyu Qiu', 'Ritik Malik', 'Maanas Talwar', 'sgeisler', 'Davide Pietrasanta', 'Amarthya Sasi Kiran', 'Swapnil Tripathi', 'Mengan Wang', 'Matthew Joyce', 'Luca Ferranti', 'Bisakh Mondal', 'Daksh Doshi', 'Angela Remolina', 'Aashwin Vaish', 'Shashwat Jaiswal', 'Riya Kalra', 'Mohit Bhat', 'Himanshu Garg', 'Smriti Tiwari', 'Asela Dasanayaka', 'Kartikey Rawat', 'peb', 'Natáli Anzanello', 'Jan Gruber', 'sayshreya', 'Gourab Chakraborty', 'grimmmyshini', 'Pan Yue', 'Simardeep Singh Sethi', 'Shreyas Swanand Atre', 'Jixin Chen', 'Xuewei Meng', 'Trevor Karn', 'Ricardo Antunes', 'Shadow', 'Mahavir Singh', 'Lorxu', 'Beshiniii', 'ricekot', 'Vaibhaw Khemka', 'Priyansh Garg', 'Akshat', 'Omar Emara', 'Lakshmi S', 'Anustup Mukherjee', 'Yash Khasbage', 'Konstantina Skovola', 'Abhishek Rawat', 'Boqian Xie', 'SOUGATA DAS', 'Thirumalai Shaktivel C']\n"
     ]
    }
   ],
   "source": [
    "print(name_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "['Modernize the LLVM \"Building A JIT\" Tutorial Series', 'Improving Series Expansions', 'System V Message Queues', 'Work on Message view events and Authentication issues.', 'Performance Tracking in CI', 'CoAP protocol endpoint for Drogue IoT', 'Cloud Native Buildpacks [CNCF] Project: Automatic Buildpack Registry Action Updates', 'Adding Multi-omics data support to ABioTrans Plus', 'ODK-X: Improving Services User-Interface', 'dart-casbin', 'Catalyst Crosscompiling and Revamp', 'A system for collaborative visualization of large network layouts using FURY and sockets.io', 'Right Sidebar for Hydrogen client', 'Improving the compose box and the user interface of Zulip web', 'New Build System and improving CI/CD workflow', 'Pythia – a framework for modular, scalable time-series forecasting', 'MuZero implementation', 'Urban Tree Canopy Detection Using Satellite and Aerial Imagery', 'Examining the Coccinelle’s Handleability of All Function Headers Found in the Linux Kernel', 'Building checkers/mappings for known package lists', 'New Rule Generation Technique & Make Quark Everywhere Among Security Open Source Projects', 'Proposal for Zulip - GSoC 2021', 'SatNOGS TX capabilities', 'Eye Tracking', 'Benchmarking and improving Boost.Real', 'Enhancing Zulip API Documentation', 'Real-Time Simulation Tracking and a Dedicated Logging Framework for TARDIS', 'DeepChem Retrosynthesis', 'Improving TensorFlow GAN Library', 'Netlink proposal', 'Project 6.4: Development of Open-Source Biorobotics Framework', 'Multimodal TV Show Segmentation', 'Mocking framework for virtio queues', 'Input method in FreeBSD virtual terminal', 'CloudEvents Plugin for Jenkins: Consume and Emit CloudEvents', 'NEXT LEVEL AMQP', 'Productionize XNNPACK Machine Learning Backend for Chrome OS', '(Activeloop) Create an interactive onboarding environment for new users of Hub', 'Generate TensorFlow Lite example for Natural Language Processing', 'P2P Messaging App', 'Move ETL library code to synfig-core', 'Porting PRoot to Rust', 'Polaris: Produce rich analysis reports', 'Automated, Granular TLS client support in Thanos', 'OpenWRT PPA', 'Revamping the UI', \"Ruma's Automated Checks\", 'Resolving problems with Apache Kafka examples using Charmil  Framework', 'Anti-spoofing Techniques for GNSS Receivers', 'Create new matrix and vector types', 'SIMD Optimized AABB Tree', 'Director Engine', 'TMVA Deep Learning Developments - Inference Code Generation for Batch Normalization', '[Data Retriever]: Support for Login/API', 'User friendly lexical training', 'libsecret: extend file backend to use TPM2 derived encryption keys', 'First-Class Email Bridge', 'Omnichannel Project: Live Chat Widget - Accessible Mode', 'Developer Options Menu', 'Addon Library Development - p5-teach.js', 'AsyncAPI Applications Relations Finder', 'vcf2fhir for Structural Variants', 'Background Estimation with Neural AutoRegressive Flows', 'Speech-to-Text', 'Automated (AutoML) tool to clean univariate time series at microscales.', 'Peer-to-Peer Message Transfer', 'Domain Adaptation for Decoding Dark Matter with Strong Gravitational Lensing', 'Go-Style Channels', 'Extending Support for newer versions of Python', '8-bit quantization in DNN Module', 'Equirectangular Projection (ERP) and Cubemap Projection (CMP) conversion', 'User Story - Improvements and new features', 'Write Frontend Tests', 'pgagroal: Metrics and monitoring', 'Reduce Memory Usage - Radis', 'Boston.gov Solar Roof Potential', 'Crop Doc', 'Enhancing the admin panel of openPIP', 'Quality Assurance and Continuous Integration for Applications in Life Sciences and Medicine', 'Developing Testing Harness For PGWEB', 'End-to-End Deep Learning Regression for Measurements with the CMS Experiment', 'Implementing an efficient algorithm to find Intersection of Bezier curves', 'Simulating Multimodal Communication in Vervet Monkeys with Braitenberg Vehicles', 'Build an open-source realtime web video effects app', 'Dynamic Partitioning for Interval Joins in Asterix Database', 'Animating a poor man [PMR-III]', 'Native ROS2 support', 'erdappy-griddap: Accessing gridded oceanographic data in near real time', 'AXIOM Remote: Firmware Improvement And Extension', 'VLC macOS interface redesign', 'Open Geometry Viewer(OGV)', '(PyAr) PyZombies', 'Elastic Compute Cloud-based Amazon Machine Image for XWiki', 'Enhance Recent topic view with Multiselect Dropdown List Widget And Implement Reusable Widgets', 'Liquid Galaxy Stellarium', 'Multi-threading in perf', 'A frontend for Niffler DICOM framework for machine learning pipelines and processing workflows', 'Machine Learning Credit Scorecard PHASE 4', 'Tensorflow GUI', 'Use eBPF to lock/unlock the network', 'Introduce Support for Displaying Copyright Licenses', 'TripPy + DeepPavlov', 'Extend CSS Selectors Level 4 Support in cssselect', 'Adding React Library to new UI', 'web-based simulator for scheduler behaviour (Project: Kubernetes)', '3D Plotting', 'Matrix State of the Art', 'An object detection component for LearnBlock', 'corobo Enhancement Project', 'Integrate Enzyme into Rust to Provide High-performance Differentiation in Rust', 'Moving Least Squares for point set smoothing and differential properties estimation', 'Quality Improvements for Light & Shadow', 'New Release', 'Vitrivr Reads', 'Pocket Code for Android: HMS API Machine Learning and AI support', 'Integrating NumPy into PySyft', 'Background Estimation with Neural Autoregressive Flows Proposal', \"Work on enhancing Zulip's mobile experience.\", 'Command Palette', 'Upgrade Java Grammar from ANTLR2 to ANTLR4', 'Integrating performance improvements from the Elm compiler into elm-format', 'Implement Retest Functionality', 'The Multisite project', 'TensorFlow Lite - Natural Language Processing Example Generation', 'OpenCV bindings for Julia', 'Polygon Based Collision Detection System', 'Git credentials binding for sh, bat, and powershell', 'Coding style checker bot for Gerrit', 'Improve the usability of cert-manager on multiple cloud providers', 'RDF Writer for Golang', 'Implement and improve several accessibility functions in Joomla! Keyboard navigation', 'Machine Learning Extension to Ignition Gazebo', 'GSOC 2021 Proposal - GUI for listing and managing available IPP services', 'Aerospaces sats', 'Extending functionalities and Re-Design WebUI Graphs', 'Implementation of the graded ring of quasimodular forms', 'JSON Support for Golang libraries', 'Development of a DIY robot kit for educators', 'Finish converting submodule to builtin', 'Building a Cronet-based HTTP package in Dart', 'Implement and publish state-of-the-art ML models in TensorFlow 2 : ResNet-RS and EfficientNetV2', 'PyTorch-Ignite: Development of a Higher-level API', 'Shared Storage for Property Wrappers', 'Typed API for LuaRocks', 'Mesh Decimation using Probabilistic Quadrics', 'An Electrophysiology Connectivity Package in the MNE Environment', 'SAGA2 engine', 'GSOC - Create cypress tests for wikipedia-preview', 'A \"Bite-Sized\" BitArray', 'Metadata extraction using dav1d', 'Visual Regression Testing of Ceph-Dashboard', 'Improve Robustness by fixing Issues / Feature Requests from the backlog', 'Measuring QUIC and TLS censorship with OONI Probe', '100 Paper Cuts', 'Migrating sample-platform from Kernel-based Virtual Machine to Google Cloud.', 'Peer to Peer Message Transfer', 'implementation of SMP HALs', 'Scan8', 'Fixing fundamental issues in LLVM IR: Introducing a byte type to solve load type punning', 'Improve CVE database structure and tracking of multiple reports', 'Optimize Kernel::require API for Ruby 3', 'Implementations of AVX-512 functions', 'PcapMonkey Improvements', 'Irdest Android Client', 'Applied equality saturation with Metatheory.jl', 'Support JOOQ API within gora-sql module', 'A Frontend For Loopsim Framework To Model Workflows With Closed Loops', 'Regression Testing of Geometry Nodes', 'Extended Interoperability of ChemTools and Quantum Chemistry Software', 'Revamping the Juice Shop Score Board', 'Enabling and prototyping JavaScript visualizations in the Qt-based viewer TOPPView (OpenMS).', 'Adapt schema editors to operate from model states instead of fake rendered models', 'Liquid Galaxy Image Satellite Visualizer', 'On-Canvas Alignment Guides', 'Brokering Continuous Delivery through the ELIXIR Cloud service registry', 'Expand ModelBricks.org and VCell API', 'SCoRe Lab Open MF Proposal', 'Activity Cull', 'Utilize second order derivatives from Clad in ROOT', 'Scrapy: Feed Enhancements', 'Cut Mode', 'Catrobat iOS Team proposal for Ticket: Support for Catrobat Language version 0.994 - 0.99992', 'Uncovering the Enigma of Type-Ia Supernovae: Thermonuclear Supernova Classification via their Nuclear Signatures', '\"Focus on the music\" - music-oriented editing for everyone', 'VLC iOS UI update', 'Clang Static Analyzer: Constraint Solver Improvements', 'Implement FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning in SyMPC', 'Multilingual Support in the App', '3D CAD scripting using Smalltalk', 'Revolutionizing the Tasks API', 'A Python toolbox for computing high-order information in neuroimaging', 'JaxModel: A high level API for building purely functional models suitable for Molecular Predictions & Simulations', 'Infinite Scroll', 'Banking Service with Open Risk and Hydra Ecosystem', 'Implementation of Physical Shape Function', '3Dmol UI Design and Improved Controls', 'Webiu', 'TX AArch64 Doubles SIMD Assembly', 'From DNA sequences to metabolic interactions: building a pipeline to extract key metabolic processes', 'Implement IIIF read in Cineast', 'Extract important information from scientific papers', 'IMS QTI 2.2 DEVELOPMENT PROPOSAL', \"'kubectl cert-manager install': A CLI plugin to make it easy to install and verify the installation of cert-manager\", 'Create robust visual fiducial tags', 'Machine Learning Model for the Planetary Albedo', 'Improve tooling, integrations, and testing infrastructure of Zulip', 'BeagleWire Software', 'GOING NATS', 'Path finding algorithm using OpenCV', 'Write Frontend Tests', 'Paste Special Proposal', 'Destination: Sol World-Gen Modularization', 'Improvements In WebUI for Nettacker', 'Deluge Mobile client', 'Block Based Circuit Design', 'Arabic Sign Language Recognition', 'NuttX Support for Rapid Control Applications Development with pysimCoder', 'Multiple SSH key holding on CloudStack', 'Single-Cell pathway annotation pipeline', 'Buildpacks Lifecycle Prepare Phase', 'Remote Test System for AXIOM Remote', 'FFmpeg x86-64 assembly FFT', 'Advancement through project merge', 'Geospatial Tools for Post-Disaster Housing Analysis', 'Alexa Top Sites Captcha and Tor Block Monitoring', 'On Canvas Marker Editing', 'Detecting Joint Meaning Construal by Language and Gesture', 'Implement Edge Coloring Algorithm for pgRouting by the Boost Graph Library.', 'Adding New Plots to ArviZ', 'API Conversion API', 'Android SDK tools in Debian', 'H264/HEVC ARM64 10-bit assembly', 'Enhance Accessibility of More ScummVM Engines by Text To Speech (TTS)', 'Multi-Agent Reinforcement Learning Environments in GridWorlds.jl', 'APISIX ingress controller integration with Knative Serving', 'Monitoring setup for EvalAI', 'Apache CloudStack - Synchronization of network devices on newly added hosts for Persistent Networks', 'Improve site architecture and add features to the Orcamap', 'Capturing an abstracted model of Xilinx Artix7 using VTR', 'Fairness extension for mlr3', 'Static code upload challenge evaluation and enhancements in GitHub based challenge creation', 'libnbd/nbdcopy acceleration using io_uring', 'Rucio and CS3API to enable data management for the ScienceMesh cloud', 'Apertium Browser Plugin', 'Revamp Netengine and add its SNMP capability to OpenWISP Monitoring', 'IMU Calibration & Self-Correction Algorithm for Open Source Autonomous Vehicle Controller', 'Integration of alternate Code Analysis Tools and Asynchronous Scan Enhancements.', 'Update the front-page of Wikimedia projects', 'Implementation of NEON functions (SIMDe)', 'Enhanced figure support in pandoc', 'SciML : Discretizations of partial differential equations', 'Graphical-User Interface for affective human-robot interactions', '💻 GSoC 2021: TensorFlow Lite Proposal', 'Transliterations editor and API', 'Simultaneous path planning and following using Model Predictive Control (SPAF)', 'Reactome Pathway Embeddings', 'A Feature Probe API for cilium/ebpf', 'Feature Enhancement - Cookie Management System', 'Implement 3D scene visualization support using Potree and integrate with MapMint', 'Retain active status of authentication tokens', 'gghexbin: An R package to enable the creation of high quality hexagonally binned graphs that can exploit all of ggplot2’s functionality', 'Improve and add to the drone exercises', 'spectral-workbench.js JS/Rails integration (Public Lab)', 'An orchestration system for MGnify running on distributed heterogeneous compute clusters', 'Design and implementation of Code is Science front-end using ReactJS', 'Differentiable GraphBLAS', \"OpenMF-GSOC'21 Proposal-Sachin Som\", 'Joomla Feature Enhancements', 'EAT - EAP Additional Testsuite', 'OpenACC Diagnostics from the OpenMP Runtime', 'GSoC Proposal for Fortran-lang', 'Eventyay Open Event : Refractor UI using React with Next', 'MediaCMS - modern, fully featured video and media CMS', 'Support of the simulation-based inference with the model fitting toolbox', 'Implement 3D scene visualization support using Potree and integrate with MapMint', 'Developing WellcomeML further for the visualisation of academic research data', 'TLA+ Spec for Async Commit', 'Improvemens to simpPRU', 'Bring professional efficiency to OpenWISP WiFi Login Pages', 'Finnish, Olonets-Karelian and Karelian lexicon development', 'LORIS Codebase Maintenance and Automated Testing', 'Reimplementing Open Event Frontend in React', 'Develope benchmark tool specialized in real-world rails application', 'Beacon', 'Quantum Gate Decomposition for QuTip', 'Export and Import Feature for the OMRS Reporting Module', 'Redesigning and Updating the Learner Dashboard Page.', 'VulnerableCode importers refactoring and addition', 'CCSDS Space Packet / USLDP Transport Layer for Python and MicroPython', 'Improving Zulip Bots and Integrations.', 'Learning Loop Transformation Heuristics', 'Implement a CheckBox Group in App Inventor', '3D Convolutions for GPU', 'Dynamics Algorithmic Improvements', 'Opening hours tag evaluator', 'User Story - Improvements and New Features', 'Custom formatting of strings in MariaDB queries', 'nIME', 'Finalizing the 2D Regularized Boolean Set Operations Demo', 'Translation System Refinement', 'CuPy: Extending CuPy coverage of SciPy functions', 'COMDEV-412 Apache DolphinScheduler Parameter coverage', 'Courseware as Code Enablement', 'Automated Twitter bot to run PyBaMM Simulations', 'Utilize LoopNest Pass', 'Assessing the Performance Effects of Adding New Synthesized Rewrite Rules to Halide', 'Smart automation for project documentation and website', 'Add machine-readable debug & stats /proc file', 'Write missing unit tests', 'Suggest, implement and publish state-of-the-art ML models in TensorFlow 2', '[Data Retriever] Adding Spatial Dataset Support - Kush Kothari', '[Litmus Portal] Authentication Module Refactor and OAuth Implementation', 'Adapting algorithms to C++ 20 and Ranges TS', 'Orbit Satellite Visualizer for Liquid Galaxy', 'PyAfipWs: Library for  Developers (PyAr)', 'Expanded and Enhanced Big Data Infrastructure on Gentoo', 'Geo Team Proposal: Improvements to backup and restore process', 'Result Reporter Tool for Bears', 'Bringing the context to the translators by a magic gate .', 'Implement ClosedTabCache', 'Develop an Android Mobile Application For Newborn Clinical Decision Support', 'Tests for debugger', 'Plasma Mobile - Akonadi Calendar', 'Gradually Typed Hasktorch', 'A Framework for Multiobjective Optimizers', 'Implement sorting methods for PostGIS data types before building GiST index', 'FastAI.jl Development', 'Video Sequence Editor Improvements - Individual strip previews and modification indicators', 'Ask SCORE - Community App', 'Application for Embroidery Robot Programming using Pocket Code IDE', 'MDAnalysis module to calculate membrane curvature', 'Improve Frontend Type System', 'XFS FUSE FreeBSD Port', 'Heap Viewer', 'GSoC’ 21: The Palisadoes Foundation', \"Modern Plotting Machinery for the Large Hadron Collider's Monte Carlo Event Analysis Tool\", 'Faces engine Improvements', 'Efficient and Scalable LP-based Multi-Stage Decision Making in R', 'XFS Filesystem Support', 'OpenLex: Migration to Python 3 and Py4Web', 'Bug Logging Tool', 'Adding Interactive Notebooks for Algorithms Implemented in NetworkX', 'Integrating Pandas into Syft', 'Porting popular modifiers to Geometry Nodes', 'GSoC 2021 Proposal -- Implement schema validators for the handler params  (Nikhil Agarwal)', 'MIGRATE SPDX ONLINE TOOLS TO DJANGO 3', 'Automatic Generation of schema from directory', 'Finding bugs related to memory errors in Linux Kernel and improving environment model specifications for static verification', 'Write Frontend Tests', 'GSOC Stan Proposal - Bayesian Computation Benchmark', 'Enhancing and extending clang-bind', 'Utilizing Speech-to-Speech Translation to Facilitate a Multilingual Text, Audio, and Video Message Board and Database', 'Improve Metric Module', 'Faces of GNOME', '\"Hey Rodney\" Wake Word Detection', 'Speech recognition using OpenCV Audio IO module', 'ReactOS implement iernonce.dll for RunOnceEx', 'Improvements to nls()', 'Tight-Binding Atomic Graph Networks - Orbital Graph Convolution Neural Network', 'New library catalogue UI for Kiwix-serve', 'Bioinformatics with Jupyter Notebooks', 'Adding new activities', 'FURY: Ribbon and Molecular Surface Representations for Proteins', 'Towards a neural extraction framework', 'Apache ShardingSphere - Proofread the Oracle DDL/TCL SQL Definitions', 'Tests for the VCL graphics backend', \"Redesigning Health's MainView\", 'Inlay type hints for SourceKit-LSP', 'LSB: Analysis & Fixing of Race Condition Warnings in the Linux Kernel', 'Formal Verification of OpenRISC’s Mor1kx processor using yosys', 'Inlining: using locally optimal inlining decisions', 'Extending the features of the vulnerable code snippets and redesigning the score board', '3D Barycentric Coordinates for Convex Polyhedra with Triangular Faces', 'Implement and publish state-of-the-art ML models in TensorFlow 2 & deploy them on mobile devices using TensorFlow Lite', 'OpenWISP REST API', 'GPU backend for QuTip', 'Distributed lit testing', 'Improving the User Experience of Zulip Terminal', 'Shell: update screenshot and screen recorder', 'Direct Code Execution Modernization', 'Python Argentina: <PyZombis project> Continue the implementation of the course in the Runestone environment', 'Jupyter Notebook Integration', 'Clojure CLI Build Tools in Debian', 'Visit the World', 'Slagora API and Admin Dashboard', 'Eventyay Open Event: Open Event Frontend Reimplementation', 'Improve support for singledispatch', 'Discovery Search and Advanced Search features', 'Prepare cyjShiny for R Package  Repository Submission', 'Depicting of Graphical Communication Systems (GCS) in Aztec/Central Mexican manuscripts with Deep Learning: glyphic visual recognition and deciphering using Keras', 'On-canvas interactive boolean operations', 'Casbin plugin for Kubernetes', 'MSUI UI Redesign', 'Analyzing Fault Injection in Java PathFinder and Symbolic PathFinder', 'CodeLabz', 'Web App UI Cleanup', 'TensorFlow data backend', 'Quple - Quantum GAN', 'Optimizing build and deploy in Kworkflow: towards the Beta release', 'DESIGN CHALLENGE', 'Adding Adaptive Bayesian SLOPE (ABSLOPE) to the SLOPE Package', 'Trust anchor management for drg', 'Okular: Improve Custom/Image Stamp Annotation Handling', 'Add WebAuthn Support to XWiki', 'Pola Hano', 'Async Support for TensorFlow Backend in FFmpeg', 'Port power policies end-to-end tests', 'Efficient Realistic Image Manipulation', 'Implement support for ScalaPy in Scala 3', 'DSP hard block integration in SymbiFlow', 'Korean Translations and Website Improvements', 'Red Hen Rapid Annotator', 'Introducing Ephemeral Channels in Rocket.Chat', 'Shell: Implementing Layout Managers in Rust', 'Snooze, search and filter for the Chrome DevTools Issues Tab', 'SwiftPM support for Swift scripts', 'Development of  a Visual Recognition model for Aztec Hieroglyphs', 'HA-Auto:  Node-RED Compatible DSL for Home Assistant', 'IIO Driver: ADXL355 Accelerometer', 'Single precision support for GPU acceleration in VecGeom', 'App: Bad-Words Filter', 'Implementing new language pair: Kazakh - Uzbek', 'Make Deepchem More Robust: Implement Cutting-Edge Models and Other Features', 'Language Server for RBS', 'Tree-based models', 'Interpersonal Identity Verification', 'Improve Eigen’s Tensor Module and Integration with TensorFlow', 'Angular Migration', 'OPEN DATA KIT: Improve the suitcase application', 'Multi currency memberships', \"LLVM JIT engine for Tarantool's DQL\", 'Development of a vhost-user-vsock application and its integration with kata contianers', 'MCMC Chains imporvements', 'Boost.Math: FFT Utilities', 'Android native app for network selection capability in LibreMesh routers', 'Using Lightweight Specifications with Fuzzing and Symbolic Execution to Reveal Security and Semantic Bugs', 'Chord Symbol Style Editor', 'Expanding support for Kworkflow: bootloaders  and Linux distributions', 'LasoMax', 'RooFit Development - Intuitive Python bindings for RooFit', 'Porting BaseJump STL to FuseSoC', 'Introduce Video and Audio calls to LiveChat', 'Improvement in Export Options', 'A new render type: On-the-fly Raster Calculator for QGIS', 'Parallelising Verilog RTL Simulations Using MPI', 'Improved Integration of String Solvers in SPF', 'Plug and Play Language Models in Julia', 'Neural QA Model for DBPedia', 'Replacing boost spirits', 'Expected Returns: FactorAnalytics', 'Enhancing the Zulip Terminal Experience', 'GSOC 2021 CodeLabz Proposal', 'E2E Testing for Android in Rocket.Chat.ReactNative', 'Machine detection of film edits', 'Geopandas - Dask bridge to scale geospatial analysis', 'Clang Static Analyzer performance profiling', 'Model Serialization and Pathfinding  for Agents.jl', 'Voice Channels', 'SOVABIDS: A python package for the automatic conversion of MEG/EEG datasets that makes the most out of metadata', 'Improvements in EvalAI frontend', 'Final Step Towards Deployment', 'Extend available models and default priors in Bambi', 'Distribution Checks', 'OpenWRT package for OpenWISP Monitoring', 'Improving Conflict Resolution Process', 'Improving rutorrent mobile interface', 'Making Smart Pointer Checkers default checkers in the Static Analyzer', 'Improve Kiwix Android Library', 'Interface for reporting search bugs for Nominatim', 'Port wiki to ReadTheDocs or another documentation platform', 'Predictive Text Input for Virtual Reality', 'Implementing an optional language detection library to improve language detection.', 'GSoC Proposal: Multi-Start Optimization Methods', 'Socket Library', 'Shifting VisualCircuit to a web server', 'FFT assembly', 'Musicbrainz Android App: Dawn of Showdown', 'Optimizing OpenCV DNN for RISC-V Proposal', 'Complete Rust binding for the MusicBrainz API', 'Minimum Platform Board Port - Acer Aspire VN7-572G', 'NetworkX: Implementing the Asadpour Asymmetric Traveling Salesman Problem Algorithm', 'Sample Diagnostics App for ChromeOS', 'Speed-up, parallelize and distribute ArviZ', 'A Software ISP Implementation with OpenCL', 'SBML4Humans - Interactive SBML Report for Humans', 'RetroShare WEBUI', 'Portability for the Patatrack Pixel Track Reconstruction with Alpaka', 'Neural Hybrid Differential Equations and Adjoint Sensitivity Analysis', 'Adding Support for Resampling Data with NDCube', 'Static Analysis Checks + Improvements', 'Making FOSSology architecture microservice friendly', 'Implementation of FHIRPath in a Java library', 'Implementing table styles DOCX support', 'WebView Components UI', 'VVC Parser for Gstreamer', 'CrawlerX - Distributed crawling system', 'Sastix-CMS: A general purpose Java CMS in Spring Boot', 'Large Scale Protein Modeling in DeepChem', \"Reworking Rizin's binary loading\", 'Dhall bindings to TOML configuration language', 'Implement a \"Series\" entity', 'Lifecycle Management of DBpedia Neural QA Models - Sahan Dilshan', 'Extending C++ support for static analysis pass', 'Android FHIR Client', \"Yeming Gu's GSoC proposal for CHAOSS\", 'Runtime plugin ecosystem support for OCIS', 'Beacon Backend', 'Increase support for time-series and regressions (Python)', 'Creation of a Benchmark Suite', 'Sorting Hat - Extend data model and user interface to capture better information about contributors', 'Simple Enrichment Tool for Analysis', 'Center of Satellite Signal in the Frequency Domain', 'Rigorous integration and the Abel-Jacobi map', 'DNSTool Middleware/API', 'enviroCar Platform Independent App', 'Upgrading DevoLearn', 'Media Manager', 'Ideas for Google Summer of Code/Morphological analyser', 'Add Robust Betas to Performance Analytics', 'Login/Signup Implementation', 'Closures in Pallene', 'AsyncAPI Application simulation', 'High Performance Data Channel for Duet', '\"PackageInfo WebApp\"', 'ROOT Storage of Deep Learning models in TMVA', 'DNSTool proposal', 'DUMP SHARED MEMORY IN USER-MODE', 'Haskell in CodeMirror 6', 'TumorComparer, updated version', 'Handling compiler arguments', 'Neural network-based object detection of anatomical structures and medical artifacts in Virtual Reality', 'Contributing to Postman Public Workspace', 'Support for Contextual Query Language', 'Improve LabelLab Mobile Application', 'Out Of Office Settings with an Assigning Deputy - GSOC 2021 - Aditya Mitra', 'Containerisation of Apache Synapse ESB', 'Scheduler for LibAFL', 'Deep learning homology inference', '[NetworkX] Pedagogical Interactive Notebooks for Algorithms Implemented in NetworkX', 'Coverage-guided mutation-based fuzzing for WebGPU', 'DNSTool Web Application', 'Efficient Spatial Simulations in DiffEqJump', 'Custom Font Typeface Support', 'proposal for Enable Clang/LLVM Build for Microsoft Windows', 'Develop Performance Farm Benchmarks and Website', 'OpenForBC', 'Crop Doc Terminal TPU', 'Freifunk Digital Twin - test on your virtual mesh before going productive', 'TensorFlow Lite examples for Natural Language Processing', 'Calibrate SDR+', 'Lambert W Distributions in Stan', 'Sugarizer Measure activity', 'General Midi Mad Dash', 'WARP-V Many-Core in the Cloud', 'Functional Enhancements to Fineract CN Mobile', 'Maxima Demo and Documentation Tool.', 'Retraining models from ORES to be deployable on Lift Wing', 'Local DB support for SBGN maps in Newt', 'SciUnit: integration with NetPyNE and other simulation environments', 'Parameter Identifiability with ModelingToolkit.jl', 'Building a AI Based Web Application firewall', 'Fixing ihaskell-widgets', '3Scale - Envoy proxy authorization cache', 'Implement DepClean Gradle plugin and support for multi-module analysis', 'Customize IBus Extension', 'SecureTea - Improvement in Features', 'Relation Extraction', 'Pocket Paint for Android: Hide the top and bottom bars, and make the drawing surface full screen by default', '\"Migrating to Scoped Storage\" By Farjad Ilyas, 2021', 'Migrating Hooks, Tests & APIs', 'Implement Escape Analysis in Julia Compiler', 'Implement Small Groups', 'Improving Zulip’s terminal interface.', 'Integrating Multitaper Periodogram into Stingray', 'Develop GUI for ImageJ groovy script calling VCell API', 'Frontend Inline editing', 'Improve the OpenCV Python package with type annotations and type checking', 'Machine Learning for Macro Diffusion Indexes', 'Pidgin: Account Creation/Edit Assistant', 'Improve performance through the use of Pythran', 'Implementing locality sensitive hashing to compare large scale, out of core machine learning datasets', 'Add synthetics and symbol information for semanticdb in Scala 3', 'Support for RFC 7670 (Generic Raw public key support)', 'Design Challenge', 'DBpedia Spotlight Dashboard: an integrated statistical information tool from the Wikipedia dumps and the DBpedia Extraction Framework artifacts', 'Tracker-miners: File creation time', 'Implementing multiple clustering algorithms and dimensionality reduction techniques on clusterMaker2', 'Develop a UserScript/Gadget tutorial on MediaWiki.org similar to Wikipedia:The_Wikipedia_Adventure', 'Sounds similar for me: Using open embeddings to improve sampling on orcAL Tool', 'DFFML : Enhancing User Experience with Notebook Examples for Machine Learning Use Cases.', 'Newman Dashboard', \"Channel's Calendar View\", 'Particle Swarm Optimization for Hyperparameter Tuning in MLJ', 'Generate a JSON Representation of the Specification from Structured Markdown', 'MISSION SUPPORT SYSTEM (MSS) : GENERATING A TOOL CHAIN TUTORIAL FOR THE MSUI USER INTERFACE BY AUTOMATION OPERATIONS', 'Develop a web based monitoring dashboard to improve and monitor existing database backup inventory processes and improve long term maintainability of existing code', 'Pure Rust serverless htsget implementation', 'CalibrateSDR', 'A Python - Scala integrated environment with Almond, Ammonite and ScalaPy', 'Compatibility for Touch Devices', 'Classroom and Doubt forum feature in Mobile Application.', 'DIAL ODK-X New Date Prompts For ODK-X Survey Proposal', 'Source Separation and Extensible MIR Tools for Audacity', 'Smart Tempo in MuseScore 4', 'Channels Discovery', 'Writing of RBS Files', \"SCoRe Lab's Gitter ChatBot\", 'End-to-End Testing Support', 'Create p5 Music examples - interactive and generative', 'Equivariant Neural Networks for Dark Matter Morphology with Strong Gravitational Lensing', 'Electronics Monitor Board (EMB)', 'Creation of a multi user audio first annotation tool', 'T1220 AXIOM Beta nMigen Support', 'UX Enhancements', 'Machine Learning Model for the Albedo of Mercury', 'Visualizing Performance Characteristics of Computations', 'autocomplete and related feature', 'Make SVM format independent of the VCL Metafile + test of the format', 'General Improvements to User Experience in Javis', 'Cross platform GUI for CCExtractor', 'Add gdb pretty printer support for Qt5', 'Add dynamic load module support for SOF', 'Custom Picture Selector for upload in Commons app', 'Involutive Markov Chain Monte Carlo in Turing', 'Agora Blockchain', 'Talawa - Mobile App', 'bugRzilla: Helping submitting issues to R', 'Implement io_uring in gVisor', 'Quantum Convolutional Neural Networks for High Energy Physics Analysis at the LHC', 'Population-specific tractography bundle atlas creation', 'New GUI widgets in Ignition Gazebo', 'Implementation of Example Zoo for mlpack', 'Graph Neural Networks for Particle Momentum Estimation in the CMS Trigger System', 'Groundwork for platform independent app', 'Improvement of a Social Navigation component', 'Improve inter-procedural analyses and optimizations', 'Matrix Exponentials', 'TiKV: High-performance Data Import Tool', 'Translate ERDDAP User Interface Into Different Languages', 'Container-based backend for openQA', 'hashesdb (Georgios Kosmas)', '[PyMC3] Make SMC-ABC faster and more flexible', 'Enhance verification for APISIX ingress controller', 'The Next Step of Ruby 3 Fiber Scheduler', 'Migrating industrial robot manipulation exercises to web server', 'Improvements to Godot Soft-body Dynamics', 'E2E Automated Tests for the OpenMRS 3.0 RefApp', 'Modernizing Administrative functions for OpenMRS: Clinical Data Management', 'OpenMRS Android Client 3.0.x', 'A Full-featured Web Dashboard  for Optuna to Monitor Optimization History', 'CNCF - CNB - Jenkins Plugins', 'TCG Plugin: Cache Modelling', 'Liquid Galaxy Retro Gaming', 'Improve stream management, message viewing and left sidebar', 'CiceroMark<->OOXML', 'Improving Front-End Typed System', '3D Viewer Integration', 'Flutter Desktop Tool', 'Automate Reinforcement Process of Slab and Footing in FreeCAD', 'Add pseudo-localization to better spot untranslated strings and unexpected layout changes caused by long strings', 'Cloning and compatibility improvements for Snare', 'Jenkins Remoting Monitoring', 'Extending the AiiDA REST API towards workflow management', 'What You See Is What You Rest Security', \"Extend Ruma's API coverage\", 'Music Blocks Debugging Aids', 'Adding Integro Differential Equations and Improving symbolic representation of geometry in PINNs', 'Critical efficiency improvements of mcmcse', 'Boost.Gil : 2D convolution and correlation', 'Implementing an application for visualizing the LHCb DAQ network', 'Automatically generate docs from the components', 'Cargo tool for Rust-GCC', 'IntelOwl Improvements', 'SimpleCMS E.S.', 'Add a CDS-ASCII writer to astropy', 'Push the URL relationship editor to the next level', 'Bela support for the BeagleBone AI and/or future TI boards', 'GSOC proposal for Nettacker', 'Spectral Selection Tools', 'Proposal for Apache SkyWalking: Python agent supports profiling', 'C++ connector enhancement', 'Added new features to  LibVLCSharp and fixed bugs', 'Migration of UI into React.js', 'Implementing Work Stealing on Nemo', 'Improvisation and Implementation of ANN Modules', 'Sample/Skeleton Plugins in GOI Supported Languages', 'Machine detection of film edits', 'Fractal: Multi account support', 'Java Loader using Java Native Interface', 'SPDX license detection package', 'RBAC Authorization with Cache Implementation using higher order functions', 'Development of a user interface to visualise VEP data using neXtProt tools', 'End-to-End Deep Learning Reconstruction for CMS Experiment', 'Update DBpedia Sparql for newly updated wiki resources and specifically related to pandemic, healthcare, and heath AI fields', 'Upgrade OAM implementation in Crossplane to latest release of spec', 'Implement active resource management in GNOME', 'Extending Deepbots to evolutionary algortihms', 'gtfBase- A curated resource of multispecies genomic regions', 'Image Sensor Simulation/Emulation', 'TensorFlow Proposal for the Convert Matlab ML examples to Python / JAX project', 'GPGPU with GLES API', 'Integrate MJML / GrapeJS Newsletters', 'Deep Reinforcement Learning for precise robot grasping and object manipulation', 'Reforestation Assistant & Simulator', 'Integrating the Oppia blog with Oppia.org', 'glTF virtual environment loading', 'OpenMRS GSOC-21 Proposal', 'Finishing implementation of unfinished Game Engines', 'Integrating Enzyme into Rust', 'Implement reusable GA4GH UI clients', 'RGW:S3 SDK Compatibility', 'FastFingers Application Development', 'Improve User Experience in Zulip Terminal', 'Complete AMD virtualization emulation', 'Add support for in-browser interactive averaging of physics results', 'Continued Development on Adaptive Cloth Simulator for Blender', 'Support for Extended Operations in FHIR', 'R Community Explorer - Exploration of the R community on Twitter', 'Unified Catrobat Language Brick Syntax', 'Search functionality for bricks in Pocket Code', 'A step forward on Shaka Player’s User Interface', 'IPv6 Nix-Vector Routing', 'Improving Accessibility for the Visually Impaired', 'Implementing integration tests using Gherkin language', 'Create a Red Hen OpenDataset for gestures with performance baselines', 'Decentralized storage of versioned BIDS datasets with IPFS, datalad and Ceramic', 'Microsoft Word Integration', 'LFortran and Computational Chemistry', 'Curve Improvements', 'DFFML : Add data cleanup dataflow operations and sklearn accuracy scorers', 'TensorCore Extension for Deep Learning', 'Add zoom and pan to the Wikisource Pagelist Widget', 'Copyright False Positive Detection Using ML', 'Lua scripted watchpoints in LLDB', 'Fineract Client', 'Proposal for \"Accelerate OpenCV.js DNN via WebNN\"', 'eMMC Plugin Firmware', 'Fractal NEXT', 'Refactor the ODE module and make it fast', 'Improve Test Coverage in p5.Sound library', 'React diagram component library for creating pedigree drawings tools', 'OpenWrt Device Page', 'Various SQL VM improvements: threaded interpretation and instruction merging', 'IntelOwl Connectors Manager and Integrations', 'Macromedia Director', 'Speeding up string operations', 'Add support for functor objects in clad', 'Integrate an optical microscope with a camera and motorized stage - Collaboration with FDA', 'Turn All References Blue', 'Implementing DDiMon for Windows and Linux using Bareflank', 'Pin Tracks & Review Tracks Through CritiqueBrainz', 'LLVM Back-end for the Tensor Algebra Compiler (TACO)', 'Terminal Driver Improvements', 'Use JSON as on-disk format for Histograms', 'R Conference Events Explorer', 'Port digiKam to Qt6 on Linux', 'Improving statistics from kw', 'Query the Blockchain', 'Semantic Versioning Plugin for Jenkins', 'Move custom JS\\\\TS lint checks to eslint', 'Automatic Lineshape Engine', 'Make All Filter Functions Work Well Even Without PPD Files', 'Code Formatting and Style Check for RTEMS SuperCore (score)', 'High dimensional geometric computations with least matrix inequalities', 'Social Knowledge Graph: Employing SNA measures to Knowledge Graph', 'Removing Unused CSS & Working On Developer Tooling Area', 'Develop a Cytoscape App for the Casual Path Algorithm', 'Migrate Web Presence to new Module Site', 'Replacement of deprecated GTK classes', 'Using machine learning to seed LLVM’s attributor pass', 'Expose Cilium Config to CLI Tool', 'Flood Mobile App', 'Coding style checker bot for Gerrit', 'Webots integration', 'Improving User Experience Of Frontend and Enabling User Personalisation', 'New protocols for exascale data management with Rucio', 'Converting ML Matlab Examples to Python using JAX', 'Project 9.5: Classification using EEG', 'Finish the new web interface', 'Implementing GPU Accelerated Sub-gridding', 'Interactive Graphics for ChemoSpec', 'Sidebar Task', 'Refactor Multi-Task BERT', 'TensorFlow Lite Flutter Support Suite Enhancements', 'A Django Platform for comparing scientific methods for analyzing neural time series analysis methods', 'Refactor Casbin.js and other optimizations on pycasbin and node-casbin', 'Faster and Accurate License Matcher', 'Development of Jupyter Kernel for MetaCall Core', 'SageMath: Efficient Tensor Calculus Backend and Numerical Tensor Arithmetics via Tensor-Train', 'Inference Code Generation for Recurrent Neural Networks', 'SenZ Project Proposal', 'Fix miscompilation issues in LLVM IR using the ‘Freeze’ instruction', 'ROS2-RADI and Single Robot Amazon warehouse exercise in web-based template', 'Improving the p5.xr Library Through Artistic Examples', 'SKF support for interactive vulnerability fixing.', 'Project Proposals for TF Core and Model Garden', 'Improving OpenMP code generation with prediction of runtime parameters', 'Integrate library UNU.RAN into scipy.stats', 'Functional Enahancements To Fineract CN Mobile Application', 'Automate Metrics Release and Process Improvement', 'Binary Segmentation Package', 'Exercise using Deep Learning for Visual Detection', 'SWAN support in oCIS', 'Modular DBpedia Chatbot', 'Linked List in stdlib of Fortran-lang', 'Smart Pens', 'Machine Learning Guided Ordering of Compiler Optimization Passes', 'DBpedia Live Neural Question Answering Chatbot - GSoC2021', 'Enhancing the EOS-icons [Backend]', 'Feature Implemetation and Ui Development of Android FHIR', 'GeomScale: Monte Carlo Integration', 'TidalCycles API and editor plugin', 'Interactive Book Integration for Mobile App', 'Improving Test Coverage and Implementing CI/CD in BrainBox', 'Implementing an Unsteady Vortex-Lattice aerodynamic element', 'Improve and maintain 15 Sugar activities', 'Improved Integration of GRASS GIS and Jupyter Notebooks', 'Matplotlib: Revisiting Text/Font Handling', 'matrixStats: Consistent Support for Names Attributes', 'Analysis and fixing of race condition warnings in the Linux kernel', 'GPU Support for AdvancedHMC.jl', 'Deep autoencoders for ATLAS data compression', 'RcppSMC - support for modern Monte Carlo methods', 'Tools for visualization and efficient editing', 'Machine Learning for Turbulent Fluid Dynamics', 'Improving Post-Exploitation API', 'Create web components for FHIR Resources', 'DeepbotsZero', 'Boost.Real: Modifying internal representation of operation and improving math functions', 'Improve pgeu-system for Conference Management', 'IIO Driver: AD4695 ADC', 'GSOC Proposal 2021 Bench-Routes', 'Haskell Language Server: Symbol Renaming', 'ZFS root support(bootloader and mount_root)', 'Tensorflow Proposal', 'Add support for OAuth2 Login (i.e. OpenID Connect) authentication to factotum', 'QA Reports Extraction Tool', 'Rewrite 708 decoder in Rust', 'Reporting Ceph issues from the Ceph-Dashboard', 'Fuzzing Xen with Xen', 'Refactoring of hyperSpec R Package', 'A Testing Framework for Niffler DICOM frameworks for Continuous Integration', 'PyQuotient', 'Framework update and rewrite of the KDE Connect iOS Application', 'Tardis Setups Framework', 'Make Cp-demangler non recursive', 'Create a single universal CUPS filter to replace the chain of individual filters', 'New Version Refactoring', 'Tutorial for Universal Intrinsics and parallel_for_ for efficient cross-platform algorithm implementation', 'Kotlin Refactoring and MVVM Implementation', 'List Configuration Tool', 'CCSDS File Delivery Protocol in MicroPython', 'Improving the Raspberry Pi BSP', '3scale - Envoy proxy authorization cache', 'Implementation of sensor and actuator models in Cubesat Simulator', 'KStars DSO Overhaul', 'Rational Solutions of Riccati ODEs', 'Open Book Genome Project', 'Diversity transformation class space and implement Coverage-guided mutation-based fuzzing for WebGPU', 'Improving Turing’s documentation and tutorials', 'Interactive, asynchronous QEMU Machine Protocol (QMP) text user interface (TUI)', 'Extend Data Pipelines to cover more data products', 'GSoC 2021 Proposal Productionizing bddashboard', 'A Privacy-Respecting Email Service for Personal Servers', 'TVB for Jupyter and Collaboratory', 'try.spinnaker.io', 'Pure Rust Htsget Implementation', 'digiKam Image Quality Sorter algorithms improvement', 'Modelling complex materials electromagnetic properties in gprMax software', 'CovCT: Development of an AI-based Android Application for distinguishing COVID-19 and Pneumonia using Computed Tomography Images and generate reports for analysis', 'SatNOGS Network data visualizer for Liquid Galaxy', 'Adopt an unreleased language pair, Hindi-Bhojpuri', 'Continuum Mechanics: Creating a Rich Beam Solver and Extending Continuum Mechanics Module', 'S-ChainX: Product Hunter', 'KMyMoney : Integration of the new functionalities from the Alkimia library', 'Awesome Demo Game Project : King Of Batona', 'Automatic Qualia Extraction and Annotation Tools', 'Colour-Science for python', 'Brokering Continuous Delivery through the ELIXIR Cloud service registry', 'PyBaMM - Printing formatted equations (Priyanshu Agarwal)', '25 Dmitry Volodin Github Action Workflows for Scheduled Algorithm Deployment', 'Dimensionality Reduction for Studying Diffuse Circumgalactic Medium', 'Real Time Collaborative Pathology', 'Newman request', 'TypeScript Migration', 'Analyzing stimulus prediction capabilities of neurons: predictive information estimation methods', 'Custom Abundance Widget', 'Benchmarking, Python bindings and Migrating to CTest for Casbin-CPP', 'First steps towards a new GRASS GIS Single-Window GUI', 'Develop a Golang-based framework to enhance Knative’s functionalities', 'Simplified external port forwarding and automatic NAT traversal', 'Finalizing and improving the subtensor type', 'Enhancing the Plotting Functionality in MCnet/Rivet', 'Non-blocking multi-thread IO_CACHE', 'Making pvlib python a one-stop source for solar resource data', 'sch-webapps: aggregator for web-based educational material', 'Google summer of code 2021 Application', 'ImageLab - extend the functionality', 'Nemo Optimization by WAN Hierarchical Aggregation and Fidelity Control', 'New database search backend', 'Upgrade WebdriverIO to the latest version 7 for all repositories', 'Ready to use Models in mlpack', 'Improving Google Search Result On Buddhist Entities.', 'Sugarizer Story Activity', 'Add IDS validation with BCF output to IfcOpenShell', 'Computer vision for detecting elements of a vehicle’s environment with RoboComp', 'Microfarm For Everybody', 'mne-python intracranial electrode localization toolbox', 'Refining Code Critics', 'dd support for error terms with explicit constants to AsymptoticRing', 'BibTeX Plugin Project', 'Cross-Slide Coordinated Viewing', 'GSoC Proposal - Causal and counterfactual methods for fairness in machine learning', 'DataFrame', 'Improving workflow with autocomplete feature', 'Auto-Arrangement of Nodes in GraphEdit, VisualScript and VisualShaders', 'Firmware and other file handling in PAPPL', 'Enhance Project Repository and WebApp of Catalog of Digital Solutions', 'Application Proposal for Apache Clerezza', 'Static analysis for unreachable functions', 'User Centric Knowledge Engineering and Data Visualization', 'Factor analysis based on higher-order moments', 'Inference Latency Estimator with Ensemble of Regression Models', 'Detect Unknown Licenses and Indirect License references in ScanCode', 'Make backend code typed', 'Interactive viewer for systems-biology variant interpretation (Server-side)', 'Extending Time-Series Models', 'Implementing State of the Art Object Detection Models for Tensorflow Model Garden', 'Automatic Identification And Classification of Contract Data Types with NLP', \"Re: Develop a test framework for checking FreeType's rendering output\", 'Refactoring Testbench and Automated Testing', 'Evolving bdchecks: a biodiversity data quality checks framework', 'Improve the Archive Search', 'Improving and Expanding Functionalities in Control Module', 'Proposal by Juan Elias for OpenLex PyAr', 'Enhanced authentication for APISIX Dashboard', 'Hindi Translation for P5.js website', 'Apache OODT - Improving OPSUI React.js UI with Advanced Functionalities', 'Bug fixing & Improving User Interface in enviroCar Android', 'Blender - UV editor improvements', 'pymc3.dp: Bayesian Stati-sticks for Summer 2021', 'Android FHIR Client as The Standard Implementation of Android FHIR SDK', 'Improving GOpt Visualization be Implementing Avogadro as an Alternative to Visualizing Molecular  Dynamics', 'Pocket Code for Android: Refactoring and Rewriting Production Code and Tests to Kotlin', 'Signing Template and Signing Contracts', 'Activism Through Storytelling with Code', 'Develop an Android mobile application for newborn clinical decision support', 'Automatic Realization of AI-Based Electromagnetic Models', 'A fast finite element interpolator in Gridap.jl', 'The REST of Administration', 'Community datasets in TFDS', 'VISIT THE WORLD HOME EDITION', 'Improve Exploration save flow: Syncing edits in the background', 'A Lua library for Freechains-P2P', 'Implement missing refactoring in Haskell Language Server', 'MusicBlocks v4: Friendly, Intuitive, Fast', 'Development of AnkiDroid project', 'Lua hook points', 'Awesome Demo Game Project - Sisters of the Faldroid', 'Matrix state of the art', 'Advanced Audio Filters', 'Add logging support to Simulation Execution Manager (SEM)', 'A morphological analyzer for Bagvalal', 'Apache James - Implement Thread support for JMAP', 'Example Zoo', 'Enable CUDA builds on CI', 'Implementing Linux support in Drakvuf-Sandbox', 'Unipertium', 'PEcAn in CRAN', 'Improve pdf support in JabRef', 'Adding Alt Text', 'SBML Simulator in Rust', 'Code Completion in Pharo', 'Logging, Unit Test Infrastructure and Precooked Sources for PRMON', 'Service Market', 'VLC Qt interface redesign', 'Project Starfix : Open anything anywhere in any IDE/editor', 'Port SAST and Secret Detection rails platform code to GitLab CE project', 'Journals Open Review Workflow and Integration', 'Libadwaita animation API', 'Convert Matlab ML examples to Python / JAX', 'A Solvation Module for MDAnalysis', 'Direct Objective Function for Anomaly Detection', 'Add/Improve tests in Spoon', 'Pocket Paint for Android: Additional brush options', 'Patch Security Vulnerabilities Identified by NCSU', 'Adding to p5.js Friendly Error System', 'Reference Image Improvement', '[Gridap] Visualizing PDE approximations in Julia with Gridap.jl and Makie.jl', 'EOS Icons react library', 'Add Examples and Fix Bugs in Swift Processing', 'MusicBlocks Menus and Palettes', 'Kotlin & Gradle work for Android Tools project', 'Adding analysis report and Direct import from GEO databases to ABioTrans Plus', 'Template Plugin', 'Casbin-Server, Rocket-Authz, JSON-Adapter', 'Proofread Oracle DML SQL Definitions for the ShardingSphere Parser', 'Improvements to the directlabels package', 'MediaPipe Holistic in Unity', 'CernVM-FS preload capability', 'Adding ICOS and GEDI data streams to PEcAn', 'WebStatus Developer Tooling', 'Token Authenticated Registration', 'Gitmate for coala', 'Frontend reimplementation using react', 'GUI for AXIOM Recorder', 'Bring up CV32E40P AI accelerator on FPGA', 'Improved UI design and Multilingual Support', 'Freifunk Radio Ressource Management with IEEE 802.11v', 'Graphical User Interface for OpenAI Gym', 'Integrating 3D scene builder as WPS services within MapMint administration User Interface', 'Develop a prototype MT system for a strategic language pair uzb->kaa', 'Add monitoring of pg_stat_statements to pg_systat', 'SMART-on-FHIR', 'Add ttl for cassandra snapshots', 'Lua-Casbin', 'Parallelization of existing modules for GRASS GIS', 'Sugarizer Security and Availability', 'Integration of CircuitVerse with LMS Platforms', 'Display simulation data for rigid bodies and cloth', 'Integrate custom derivatives of Numerical Computing routines like BLAS and Eigen into Enzyme', 'Measure the Quality of CerebUnit Validation Tests', 'Input/Out Workflows for Active Segmentation Platform', 'Collective Operations over multiple layers/groups', 'Improve Tree Ensemble Support', 'Adding a Redis cache backend to Core', 'Agora-Web', 'Use official isl C++ bindings for polly', 'Hydra - Hybrid Fuzzing with LibAFL', 're2r back on CRAN', 'DFFML: Support Archive Storage for  Models', 'VRP functionality with VROOM on the database for pgRouting', 'Proposal for Monumento', 'libmixer(3)', 'Beneficial region-instantiation for SPF', 'AR Draw experience in MapMint4me', 'Improve fast scene detection modes proposal', 'Proposal for GSoC 2021 IIO Driver: AD7294-2', 'Micropython for BeagleConnect Freedom', 'Add vectorization to par_unseq implementations of Parallel Algorithms', 'Digital Library Management', 'Multi-level TLB support for Ariane', 'Testing Dashboard', 'Dark Web Exploration for Cyber Threat Analysis', 'Geographic Features Refinement', 'Multistream support in GStreamer element', 'General Improvements in hydrus', 'Create nuget package for OpenCV and OpenCV contrib', 'Work on making Zulip better for large, high traffic organizations.', 'View-Only Mode in GRC', 'Improve pure Elm markdown parser', 'Expand Events Detection', 'element history widget', 'Automating Puppeteer’s Documentation - Tasneem Koushar', 'Quality Check and Assurance', 'vhost-user-scsi device in Rust', 'Add io_uring support', 'Improving support for compute shaders in spirv-fuzz', 'Graph Neural Networks for End-to-End Particle Identification with the CMS Experiment', 'Internationalization of CircuitVerse Platforms', 'Object Centric Data Storage PDC_CEPH RADOS INTEGRATION', 'Music Transformer', 'TensorFlow Implementation of Distribution Aware Coordinate Representation for Human Pose Estimation', 'Visualization Libraries for ghc-debug', 'Develop in-toto-rs (Rust) for integration with rebuilderd', 'Lazy Formal Power Series', 'PD to AF conversion facility in Newt', 'Agora Android', 'Updation of the Json Schema to latest version (2020-12) along with the form generation and validation with the updated schema of the tools', 'Shaka-Streamer Enhancements', 'GSoC Proposal 2021: Tag/Topic System Refinements', 'Add autocompletion to Page Forms spreadsheet-style display', 'Better Voxel Filter', 'Implementing a DAP backend for debugging Godot projects', 'Improving TARDIS Simulation Logging Framework', 'Gesture temporal detection pipeline for news videos', 'Sign Language Recognition', 'Syzkaller improvements', 'OONI: Developing Unit, Integration and E2E tests for Probe Desktop apps', 'Achievement in RetroPlayer', 'Real-Time Collaboration on a note', 'Convergence Criteria', 'mne-python: Enhancing Performance of Signal Browsing using PyQt', 'Unified Color UI', 'Classes and Methods for Spatial Data', 'Create new user interface widget', 'Python bindings for TACO compiler', 'Adding Tibetan Calendar in Unicode Common Locale Data Repository (CLDR) and International Components for Unicode (ICU) library', 'Automatically identify Contributor Aliases', 'Proposal for cloudstack: cloning a VM', 'Automatic differentiation in density-functional theory', 'NetworkX - Louvain Community Detection Algorithm', 'General Improvements', '[Incubator-Nemo] Accurate Task Execution Simulator for Distributed Data Processing', 'Generating Syscall Decoders from Declarative Definitions', 'Logging Pipeline Plumber for Rancher', 'Blender Knife Tool Improvements', 'MinPlatform QemuOpenBoardPkg', 'HAPI Struct <> Proto Conversion Tool', 'Behavior Metrics: Modular Framework for Deep and Reinforcement Learning with Multiple-Robots', 'Replacing the core library of Quark-Engine', 'Revamp mlpack bindings', 'Adding more functionality to AnalySim: a data sharing and analysis platform', 'Make mitmweb’s UI rich and easy to use', 'Adaptive Load Control and Distributed Load Testing of Envoy Data Planes', 'p5.js 2021 Showcase: The Love Ethic', 'Circuitpython busio compatibility layer for pslab-python', 'Animal Interaction Improvements in Josharia’s Survival', 'Integrating xfstests with KIO FUSE', 'Wagtail Live', 'Building a Working Prototype of the AutSPACEs website', 'SMI Support for Multi-Cluster Operations', 'VirtIO-blk implementation with AGL on Jailhouse', 'Integrating a module to 3d scan a house within the MapMint4ME android application.', 'Incremental Improvements to Debian’s CI platform', 'Proposals for file transfer improvement and more', 'Contribute new models to the Brain Dynamics toolbox (bdtoolbox)', 'Upgrading the Ganga Graphical User Interface', 'Android FHIR Client', 'Competing destination for Spatial Interaction models, SpInt/PySal', 'Supporting Arrays and Allocatables in LFortran', 'Develop a Shared Data Resource Focused on Dependencies, Risks and Vulnerabilities in Open Source Software', 'Authentication and Authorization Service for the Alliance of Genome Resources', 'Modern Statistical Modeling in Stingray', 'Visualization Of Systems-Level Gene Annotation  (UI-Side)', 'Port of AGM from Python 2 to Python 3', 'Android Support for ENIGMA', 'OpenEBS: Update mount-points and capacity of Block Devices without restarting NDM', 'Implement JointsMethod', 'M-extension support for SERV', 'Implement feature flags & platform parameters', 'Accuracy and parallel computation in parton density calculation', 'PySal: Open Source Facility Location Modeling (spopt) Development', 'Exporting Conversations From Element', 'Writing SAST Vulnerability Rules', 'COLOUR: Adding new colour models', 'EOS: Improving Adobe XD Plugin and Creating Angular Library', 'Data streaming in scientific workflows, implementation for Toil', 'WebAssembly loader', 'Verbs to Gio::Actions', 'USING BALANCED_READS ON RGW CALLS TO RADOS', 'Improve suggestion and full-text search features in Kiwix', 'Loop closure algorithm based on HF-Net+BoW for depth fusion', 'Gamified Knowledge Base Completion Plugin for Wikibase/Wikidata', 'Implementing Advanced Variational Gaussian Process Models', 'Support for Particle Physics in Catrobat', 'Room Database Integration', 'PSLab: Add support of PSLab to sigrok', 'Extend RFC-7427 Signature Authentication Support To IKEv2 With EDDSA Support', 'Create and Enhance APIs related to Education Platform', 'Cross compiling “Shapeless 2” to “Scala 3”', 'Website Updates', '3D samples using OpenGL and GLFW', 'Design tooling: port to gtk 4', 'Sparkling Embroidery', 'RIoTPot - Honeypot for IOT/OT devices', 'Kanban Board Plugin for Joplin', 'Audio output protocol', 'Use ref-filter formats in git cat-file', 'ESDA enhancements: Distortion Index', 'Integrate Spoke Peer-to-Peer Texting', 'LIDAR visualization application on AGL using ROS2', 'Integrate VirtualCodebase with Deltacode', 'Implement UNDO and transactional changes', 'Monumento iOS application', 'Poll App Mega Extensions', 'DefectDojo Modern UI', 'Chatbot for AsyncAPI Creators Project Proposal', 'Test driver API coverage', 'CUPS Filters: Converting Filters to Filter Functions', 'A Modular Approach To The App Inventor Projects View', 'Network graph visualisation and animation support in Javis', 'Software Heritage Code Scanner Improvements for Production Environments', \"Adding the Ability To BCF Libraries to connect to BCF API's.\", 'Redesign and develop APISIX landing page', 'Integration of a verified Image Loader', 'Implement lightweight checkpointing', 'WAL-G optimization backup storage by remote-copy APIs', 'EXT4 Filesystem driver', 'Machine Learning for Sea Floor Sampling and IOOS Demo Data Center migration to Jupyterbook', 'Integrating ScanCode Toolkit', 'Precision Landing Improvements using Depth Camera', 'Project Recommendation System', 'Integrating scikit-learn into Syft', 'Changing the frontend of OrcaSound', 'Implementation of a new Quad-double type for Boost.Multiprecision', 'Web app to generate RDF from DBpedia abstracts - Fernando Casabán Blasco', 'Virtual FPGA Lab', 'TOML Support in dhall-haskell', 'Casbin for .NET', 'Normalizing Flows for Fast Detector Simulation', 'Investigate the current state of syslog ng on MacOS', 'Custom Firmware Builder', 'A Stitch In Time (saves nine)', 'RooUnfold - Efficient deconvolution using state of the art algorithms', 'Tackle Security Issues of OpenMRS', 'Upgrade Django-based Website', 'Improving Functionalities of DHIS Connector Module', 'Decoding quantum states through Nuclear Magnetic Resonance', 'Re-creating the Leech Heartbeat Network Model Tutorial using the Neuron Simulator in Python and NeuroML', 'Improve the VideoLAN crash reporter in Go and Vue.js', 'Security Validator for Jenkins Kubernetes Operator', 'Expanding support for the solution of bilevel optimization problems in JuMP.', 'Add support for checkpoint/restore read and write queue of UDP socket', 'Beagleboard BSP Projects', 'WP1 Selection', 'Parallel Geometric Random Walks with Sparse Numerical Optimizations', 'Merge Crossplane/OAM-Runtime with KubeVela by specify version', 'Language Power Tools', 'MPD Server in VLC', 'Making VLC iOS app a one stop shop for all the media consumption and management', 'Create a MIME Sniffing Library for Scrapy', 'Explicit Allow-Listing for ICMP', 'Ractor-supported libraries', 'tracker: Improve custom ontology support', 'Python GUI Visualisation for MOLTO-3BP Engine', 'Implement butteraugli in av-metrics', 'Stingray: DAVE GUI update', 'Adding new activities to GCompris', 'New General Navigation Menu and UX improvements', 'Update Kanidm project: MFA backup code', 'On the potential of graph-based models in High Energy Physics', 'MediaPipe Cross-Platform Solution', 'Upgrading the Ganga graphical user interface', 'Modernize the underlying data struct of edwood', 'Counting linear extensions', 'casbin enhancement', 'LibreMesh Pirania UI', 'LIBCEPHFSSQLITE — SQLite VFS on Ceph File System', 'Conversion of public neurophysiology datasets to NeuroData Without Borders format', 'AsyncDiff', 'Thunar Evolved', 'Caya Renovation', 'Alive2 for SIL', '(Live) listener statistics for Icecast', 'AsyncAPI duplications finder aka document optimizer', 'Fix Fundamental Issues in LLVM IR', 'Adding a return channel to Icecast server', 'Packaging Caddy', 'Implement Interface for external data source import into Calc', 'Support for CPU and Platform Profiles', 'GSoC 2021 Proposal: Add regexp-parser() (Xiaoyu Qiu)', 'Automate Metrics Release and Process Improvement', 'GSoC 2021 Proposal for Scan8', 'Details often make the difference and I pay attention to them! Coding experience meets state of the art research', 'Real-time subtitles for movies', 'Software agent for traffic and pedestrian traffic monitoring in outdoor environments using RGB cameras.', 'Alligator : Podcast Support', 'First-Ever Tibetan Spell Checker', 'Adding New APIs from POSIX Standard 2021', 'Developing IntervalLinearAlgebra.jl', 'Port power policies end-to-end tests', 'Music Blocks Project Blocks Reorganization', 'Improving Python’s online interpreter and more interactive exercises', 'GUI for Game Library Management', 'Adaptation of Behavior Driven Development Ideas for Testing of Source Code Validation Algorithms', 'Convert Virtual Systems Page to ReactJS', 'NodeCloud - Digital Ocean Provider', 'ANIMATION IMPROVEMENTS', 'Detecting low Volatility anomaly in Stock Market', 'Revive TensorMap', 'Implement Kernels for TensorFlow.JS WASM backend', 'Checker Creation Helper Script and Recommending Safe package versions', 'Astrometry - Gnuastro', 'Extending DRAKVUF by an I/O-emulation module in order to camouflage its sandbox nature', 'ATARASHI - MINERVA', 'Adopting the Hindi-Bengali language pair (unreleased language pair).', 'Add numerical differentiation support in Clad', 'Boost.Python: asyncio event loop implementation using Boost.Asio', 'Equadratures: Web Application based on Uncertainty Quantification', 'Beagle-Config', 'Alpine, macOS support', 'Guided Filter in FFmpeg', 'G-invariants of the Orlik-Solomon and Orlik-Terao algebras', '3D samples using OpenGL and GLFW', 'Proposal for CodeLabZ', 'Improve LibreHealth Toolkit Cost Of care Flutter Application And Web-App', 'Distinct Terrain Features for Metal Renegades', 'CrawlerX - Develop Extensible, Distributed, Scalable Web Crawling System', 'Adding Out-of-band Application Testing (OAST) Support to ZAP', 'Monocular Depth Estimation from RGB signals', 'Port Zulipbot to GitHub Actions', 'Refactor frontend-markdown processor using an extensible CommonMark parser', 'Evolving the LLDB GUI', 'Black Parrot on Open-Source Google-Skywater 130nm node', 'Models to TF HUB and Garden', 'Anonymizing Audiovisual Data', 'Create procedural language extension for the Julia programming language', 'Generator for offline documentation', 'Proposal for Casdoor and Casnode', 'CodeLabs - FrontEnd Improvements', 'Finish AST generation']\n"
     ]
    }
   ],
   "source": [
    "print(project_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "['The LLVM Compiler Infrastructure', 'SymPy', 'gVisor', 'Zulip', 'Halide', 'JBoss Community', 'CNCF', 'National Resource for Network Biology (NRNB)', 'Digital Impact Alliance (DIAL) at UN Foundation', 'Casbin', 'Gentoo Foundation', 'Python Software Foundation', 'Matrix.org', 'Zulip', 'FOSSology', 'The Julia Language', 'The Julia Language', \"Mayor's Office of New Urban Mechanics (City of Boston)\", 'The Linux Foundation', 'Python Software Foundation', 'The Honeynet Project', 'Zulip', 'Libre Space Foundation', 'INCF', 'Boost C++ Libraries', 'Zulip', 'TARDIS SN', 'Open Chemistry', 'TensorFlow', 'FreeBSD Project', 'INCF', 'Red Hen Lab', 'QEMU', 'FreeBSD Project', 'Continuous Delivery Foundation', 'Ceph', 'Chromium', 'Python Software Foundation', 'TensorFlow', 'AOSSIE', 'Synfig', 'openSUSE Project', 'Libre Space Foundation', 'CNCF', 'freifunk', 'Bench-Routes', 'Matrix.org', 'JBoss Community', 'GNSS-SDR', 'Boost C++ Libraries', 'CGAL Project', 'ScummVM', 'CERN-HSF', 'NumFOCUS', 'Apertium', 'GNOME Foundation', 'Matrix.org', 'Rocket.Chat', 'Oppia Foundation', 'Processing Foundation', 'Postman', 'Global Alliance for Genomics and Health', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Rocket.Chat', 'The R Project for Statistical Computing', 'AOSSIE', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Chapel', 'coala', 'OpenCV', 'Intel Video and Audio for Linux', 'Python Software Foundation', 'Oppia Foundation', 'PostgreSQL', 'openastronomy', \"Mayor's Office of New Urban Mechanics (City of Boston)\", 'Liquid Galaxy project', 'National Resource for Network Biology (NRNB)', 'Debian', 'PostgreSQL', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'KDE Community', 'Red Hen Lab', 'MediaPipe', 'The Apache Software Foundation', 'CCExtractor Development', 'ArduPilot', 'Integrated Ocean Observing System (IOOS)', 'apertus° Association', 'VideoLAN', 'BRL-CAD', 'Python Software Foundation', 'XWiki', 'Zulip', 'Liquid Galaxy project', 'The Linux Foundation', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'The Apache Software Foundation', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'CRIU', 'Oppia Foundation', 'DeepPavlov', 'Python Software Foundation', 'FOSSology', 'CNCF', 'openastronomy', 'Pharo Consortium', 'RoboComp', 'coala', 'The LLVM Compiler Infrastructure', 'CGAL Project', 'The Terasology Foundation', 'Pidgin Instant Messenger', 'vitrivr', 'International Catrobat Association', 'OpenMined', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Zulip', 'Godot Engine', 'Checkstyle', 'Elm Tooling', 'OWASP Foundation', 'The Palisadoes Foundation', 'TensorFlow', 'OpenCV', 'The ENIGMA Team', 'Continuous Delivery Foundation', 'Haiku', 'CNCF', 'SPDX', 'Joomla!', 'Open Robotics', 'The Linux Foundation', 'AerospaceResearch.net', 'OWASP Foundation', 'SageMath', 'SPDX', 'GFOSS - Open Technology Alliance', 'Git', 'Dart', 'TensorFlow', 'NumFOCUS', 'Swift', 'LabLua', 'CGAL Project', 'Python Software Foundation', 'ScummVM', 'Wikimedia Foundation', 'Swift', 'VideoLAN', 'Ceph', 'The Apache Software Foundation', 'Digital Impact Alliance (DIAL) at UN Foundation', 'LibreOffice', 'CCExtractor Development', 'AOSSIE', 'ReactOS', 'SCoRe Lab', 'The LLVM Compiler Infrastructure', 'Python Software Foundation', 'Ruby', 'Open Bioinformatics Foundation', 'The Honeynet Project', 'freifunk', 'The Julia Language', 'The Apache Software Foundation', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'Blender Foundation', 'Open Chemistry', 'OWASP Foundation', 'Open Bioinformatics Foundation', 'Django Software Foundation', 'Liquid Galaxy project', 'Inkscape', 'Global Alliance for Genomics and Health', 'National Resource for Network Biology (NRNB)', 'SCoRe Lab', 'CiviCRM LLC', 'CERN-HSF', 'Python Software Foundation', 'Pitivi', 'International Catrobat Association', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Pitivi', 'VideoLAN', 'The LLVM Compiler Infrastructure', 'OpenMined', 'The Palisadoes Foundation', 'Pharo Consortium', 'Learning Equality', 'INCF', 'Open Chemistry', 'Navidrome', 'Hydra Ecosystem', 'CERN-HSF', 'Open Chemistry', 'SCoRe Lab', 'FFmpeg', 'GeomScale', 'vitrivr', 'Genome Assembly and Annotation', 'Learning Equality', 'CNCF', 'OpenCV', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Zulip', 'BeagleBoard.org Foundation', 'Ceph', 'Center for Research in Open Source Software, UC Santa Cruz', 'Oppia Foundation', 'Joplin', 'The Terasology Foundation', 'OWASP Foundation', 'CCExtractor Development', 'Free and Open Source Silicon Foundation', 'MediaPipe', 'The Apache Software Foundation', 'The Apache Software Foundation', 'Open Genome Informatics', 'CNCF', 'apertus° Association', 'FFmpeg', 'International Catrobat Association', \"Mayor's Office of New Urban Mechanics (City of Boston)\", 'Digital Impact Alliance (DIAL) at UN Foundation', 'Inkscape', 'Red Hen Lab', 'OSGeo - Open Source Geospatial Foundation', 'NumFOCUS', 'Postman', 'Debian', 'FFmpeg', 'ScummVM', 'The Julia Language', 'The Apache Software Foundation', 'CloudCV', 'The Apache Software Foundation', 'Orcasound', 'SymbiFlow', 'The R Project for Statistical Computing', 'CloudCV', 'libvirt', 'CERN-HSF', 'Apertium', 'OpenWISP', 'Center for Research in Open Source Software, UC Santa Cruz', 'AboutCode', 'Wikimedia Foundation', 'Open Bioinformatics Foundation', 'Haskell.org', 'NumFOCUS', 'RoboComp', 'TensorFlow', 'Cuneiform Digital Library Initiative (CDLI)', 'RoboComp', 'Open Genome Informatics', 'Cilium', 'Joomla!', 'OSGeo - Open Source Geospatial Foundation', 'Metasploit', 'The R Project for Statistical Computing', 'JdeRobot - Universidad Rey Juan Carlos', 'Public Lab', 'Genome Assembly and Annotation', 'Open Bioinformatics Foundation', 'The Julia Language', 'SCoRe Lab', 'Joomla!', 'JBoss Community', 'The LLVM Compiler Infrastructure', 'Fortran-lang', 'Digital Impact Alliance (DIAL) at UN Foundation', 'GFOSS - Open Technology Alliance', 'INCF', 'OSGeo - Open Source Geospatial Foundation', 'Open Bioinformatics Foundation', 'CNCF', 'BeagleBoard.org Foundation', 'OpenWISP', 'Apertium', 'INCF', 'Digital Impact Alliance (DIAL) at UN Foundation', 'Ruby', 'CCExtractor Development', 'NumFOCUS', 'OpenMRS', 'Oppia Foundation', 'AboutCode', 'LibreCube Initiative', 'Zulip', 'The LLVM Compiler Infrastructure', 'MIT App Inventor', 'CERN-HSF', 'SageMath', 'OpenStreetMap', 'Python Software Foundation', 'MariaDB Foundation', 'Plan 9 Foundation', 'CGAL Project', 'Public Lab', 'NumFOCUS', 'The Apache Software Foundation', 'GitLab', 'NumFOCUS', 'The LLVM Compiler Infrastructure', 'Halide', 'CNCF', 'Samba', 'LibreOffice', 'TensorFlow', 'NumFOCUS', 'CNCF', 'STE||AR Group', 'Liquid Galaxy project', 'Python Software Foundation', 'Gentoo Foundation', 'GitLab', 'coala', 'LibreOffice', 'Chromium', 'LibreHealth', 'Ruby', 'KDE Community', 'Haskell.org', 'mlpack', 'OSGeo - Open Source Geospatial Foundation', 'The Julia Language', 'Blender Foundation', 'SCoRe Lab', 'International Catrobat Association', 'MDAnalysis', 'Oppia Foundation', 'FreeBSD Project', 'Rizin', 'The Palisadoes Foundation', 'CERN-HSF', 'KDE Community', 'The R Project for Statistical Computing', 'Haiku', 'Python Software Foundation', 'OWASP Foundation', 'NumFOCUS', 'OpenMined', 'Blender Foundation', 'Oppia Foundation', 'SPDX', 'Python Software Foundation', 'The Linux Foundation', 'Oppia Foundation', 'NumFOCUS', 'Point Cloud Library', 'Red Hen Lab', 'NumFOCUS', 'GNOME Foundation', 'JBoss Community', 'OpenCV', 'ReactOS', 'The R Project for Statistical Computing', 'The Julia Language', 'Kiwix', 'Open Genome Informatics', 'KDE Community', 'Python Software Foundation', 'DBpedia', 'The Apache Software Foundation', 'LibreOffice', 'GNOME Foundation', 'Swift', 'The Linux Foundation', 'Free and Open Source Silicon Foundation', 'The LLVM Compiler Infrastructure', 'OWASP Foundation', 'CGAL Project', 'TensorFlow', 'OpenWISP', 'NumFOCUS', 'The LLVM Compiler Infrastructure', 'Zulip', 'GNOME Foundation', 'The ns-3 Network Simulator Project', 'Python Software Foundation', 'GNU Octave', 'Debian', 'Liquid Galaxy project', 'AOSSIE', 'Digital Impact Alliance (DIAL) at UN Foundation', 'mypy', 'Cuneiform Digital Library Initiative (CDLI)', 'National Resource for Network Biology (NRNB)', 'Red Hen Lab', 'Inkscape', 'Casbin', 'Python Software Foundation', 'Java PathFinder', 'SCoRe Lab', 'Purr Data', 'NumFOCUS', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'The Linux Foundation', 'Cuneiform Digital Library Initiative (CDLI)', 'The R Project for Statistical Computing', 'JBoss Community', 'KDE Community', 'XWiki', 'SCoRe Lab', 'Intel Video and Audio for Linux', 'Chromium', 'MediaPipe', 'Scala Center', 'SymbiFlow', 'Processing Foundation', 'Red Hen Lab', 'Rocket.Chat', 'GNOME Foundation', 'Chromium', 'Swift', 'Red Hen Lab', 'GFOSS - Open Technology Alliance', 'The Linux Foundation', 'CERN-HSF', 'Rocket.Chat', 'Apertium', 'Open Chemistry', 'Ruby', 'TensorFlow', 'openSUSE Project', 'TensorFlow', 'Oppia Foundation', 'Digital Impact Alliance (DIAL) at UN Foundation', 'CiviCRM LLC', 'Tarantool', 'QEMU', 'The Julia Language', 'Boost C++ Libraries', 'freifunk', 'Java PathFinder', 'MuseScore', 'The Linux Foundation', 'gprMax', 'CERN-HSF', 'Free and Open Source Silicon Foundation', 'Rocket.Chat', 'Inkscape', 'OSGeo - Open Source Geospatial Foundation', 'Free and Open Source Silicon Foundation', 'Java PathFinder', 'The Julia Language', 'DBpedia', 'mlpack', 'The R Project for Statistical Computing', 'Zulip', 'SCoRe Lab', 'Rocket.Chat', 'Red Hen Lab', 'NumFOCUS', 'The LLVM Compiler Infrastructure', 'The Julia Language', 'Rocket.Chat', 'INCF', 'CloudCV', 'AOSSIE', 'NumFOCUS', 'MGGG Redistricting Lab', 'OpenWISP', 'Joplin', 'CCExtractor Development', 'The LLVM Compiler Infrastructure', 'Kiwix', 'OpenStreetMap', 'Center for Research in Open Source Software, UC Santa Cruz', 'xrdesktop', 'Python Software Foundation', 'NumFOCUS', 'Chapel', 'JdeRobot - Universidad Rey Juan Carlos', 'FFmpeg', 'MetaBrainz Foundation Inc', 'OpenCV', 'MetaBrainz Foundation Inc', 'TianoCore', 'NumFOCUS', 'Chromium', 'NumFOCUS', 'libcamera', 'National Resource for Network Biology (NRNB)', 'freifunk', 'CERN-HSF', 'NumFOCUS', 'openastronomy', 'Oppia Foundation', 'FOSSology', 'Google FHIR SDK', 'LibreOffice', 'Chromium', 'Intel Video and Audio for Linux', 'SCoRe Lab', 'GFOSS - Open Technology Alliance', 'Open Chemistry', 'Rizin', 'Haskell.org', 'MetaBrainz Foundation Inc', 'DBpedia', 'GNU Compiler Collection (GCC)', 'Google FHIR SDK', 'CHAOSS Project', 'CERN-HSF', 'CCExtractor Development', 'NumFOCUS', 'MoveIt', 'CHAOSS Project', 'National Resource for Network Biology (NRNB)', 'AerospaceResearch.net', 'SageMath', 'SCoRe Lab', '52°North GmbH', 'INCF', 'Joomla!', 'Apertium', 'The R Project for Statistical Computing', 'OWASP Foundation', 'LabLua', 'Postman', 'OpenMined', 'GFOSS - Open Technology Alliance', 'CERN-HSF', 'SCoRe Lab', 'CRIU', 'Haskell.org', 'National Resource for Network Biology (NRNB)', 'Fortran-lang', 'LibreHealth', 'Postman', 'Polypheny', 'SCoRe Lab', 'Rocket.Chat', 'The Apache Software Foundation', 'AFLplusplus', 'Genome Assembly and Annotation', 'NumFOCUS', 'Android Graphics Tools Team', 'SCoRe Lab', 'NumFOCUS', 'MIT App Inventor', 'TianoCore', 'PostgreSQL', 'CERN-HSF', 'Liquid Galaxy project', 'freifunk', 'TensorFlow', 'AerospaceResearch.net', 'NumFOCUS', 'Sugar Labs', 'Purr Data', 'Free and Open Source Silicon Foundation', 'The Apache Software Foundation', 'INCF', 'Wikimedia Foundation', 'National Resource for Network Biology (NRNB)', 'INCF', 'NumFOCUS', 'OWASP Foundation', 'Haskell.org', 'JBoss Community', 'CASTOR', 'openSUSE Project', 'OWASP Foundation', 'DeepPavlov', 'International Catrobat Association', 'AnkiDroid', 'React Native Elements', 'The Julia Language', 'SageMath', 'Zulip', 'openastronomy', 'National Resource for Network Biology (NRNB)', 'Joomla!', 'OpenCV', 'The R Project for Statistical Computing', 'Pidgin Instant Messenger', 'Python Software Foundation', 'Python Software Foundation', 'Scala Center', 'The Libreswan Project', 'Cuneiform Digital Library Initiative (CDLI)', 'DBpedia', 'GNOME Foundation', 'National Resource for Network Biology (NRNB)', 'Wikimedia Foundation', 'Orcasound', 'Python Software Foundation', 'Postman', 'Rocket.Chat', 'The Julia Language', 'SPDX', 'Python Software Foundation', 'Wikimedia Foundation', 'Global Alliance for Genomics and Health', 'AerospaceResearch.net', 'Scala Center', 'CircuitVerse.org', 'JBoss Community', 'Digital Impact Alliance (DIAL) at UN Foundation', 'Audacity', 'MuseScore', 'Rocket.Chat', 'Ruby', 'SCoRe Lab', 'Oppia Foundation', 'Processing Foundation', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Liquid Galaxy project', 'GFOSS - Open Technology Alliance', 'apertus° Association', 'The Apache Software Foundation', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'NumFOCUS', 'MariaDB Foundation', 'LibreOffice', 'The Julia Language', 'CCExtractor Development', 'KDE Community', 'The Linux Foundation', 'Wikimedia Foundation', 'The Julia Language', 'AOSSIE', 'The Palisadoes Foundation', 'The R Project for Statistical Computing', 'gVisor', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'INCF', 'Open Robotics', 'mlpack', 'Machine Learning for Science (ML4SCI) Umbrella Organization', '52°North GmbH', 'RoboComp', 'The LLVM Compiler Infrastructure', 'Chapel', 'CNCF', 'Integrated Ocean Observing System (IOOS)', 'openSUSE Project', 'GFOSS - Open Technology Alliance', 'NumFOCUS', 'The Apache Software Foundation', 'Ruby', 'JdeRobot - Universidad Rey Juan Carlos', 'Godot Engine', 'OpenMRS', 'OpenMRS', 'OpenMRS', 'NumFOCUS', 'CNCF', 'QEMU', 'Liquid Galaxy project', 'Zulip', 'Accord Project', 'Oppia Foundation', 'Cuneiform Digital Library Initiative (CDLI)', 'Dart', 'BRL-CAD', 'Godot Engine', 'The Honeynet Project', 'Continuous Delivery Foundation', 'NumFOCUS', 'The Julia Language', 'Matrix.org', 'Sugar Labs', 'NumFOCUS', 'The R Project for Statistical Computing', 'Boost C++ Libraries', 'CERN-HSF', 'React Native Elements', 'GNU Compiler Collection (GCC)', 'The Honeynet Project', 'Liquid Galaxy project', 'openastronomy', 'MetaBrainz Foundation Inc', 'BeagleBoard.org Foundation', 'OWASP Foundation', 'Audacity', 'The Apache Software Foundation', 'Tarantool', 'VideoLAN', 'FOSSology', 'The Apache Software Foundation', 'mlpack', 'Xfce', 'Red Hen Lab', 'GNOME Foundation', 'MetaCall', 'Dart', 'caMicroscope', 'Open Bioinformatics Foundation', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'DBpedia', 'CNCF', 'GNOME Foundation', 'GFOSS - Open Technology Alliance', 'Open Bioinformatics Foundation', 'apertus° Association', 'TensorFlow', 'BeagleBoard.org Foundation', 'CiviCRM LLC', 'RoboComp', 'Liquid Galaxy project', 'Oppia Foundation', 'xrdesktop', 'OpenMRS', 'ScummVM', 'The LLVM Compiler Infrastructure', 'Global Alliance for Genomics and Health', 'Ceph', 'CCExtractor Development', 'Zulip', 'QEMU', 'CERN-HSF', 'Blender Foundation', 'OpenMRS', 'The R Project for Statistical Computing', 'International Catrobat Association', 'International Catrobat Association', 'Shaka Player', 'The ns-3 Network Simulator Project', 'MuseScore', 'Ceph', 'Red Hen Lab', 'INCF', 'JabRef e.V.', 'Fortran-lang', 'Blender Foundation', 'Python Software Foundation', 'Free and Open Source Silicon Foundation', 'Wikimedia Foundation', 'FOSSology', 'LabLua', 'The Apache Software Foundation', 'OpenCV', 'apertus° Association', 'GNOME Foundation', 'SymPy', 'Processing Foundation', 'Global Alliance for Genomics and Health', 'freifunk', 'Tarantool', 'The Honeynet Project', 'ScummVM', 'mypy', 'CERN-HSF', 'caMicroscope', 'Internet Archive', 'The Honeynet Project', 'MetaBrainz Foundation Inc', 'Python Software Foundation', 'TianoCore', 'MariaDB Foundation', 'The R Project for Statistical Computing', 'KDE Community', 'The Linux Foundation', 'Polypheny', 'Continuous Delivery Foundation', 'Oppia Foundation', 'openastronomy', 'The Linux Foundation', 'RTEMS Project', 'GeomScale', 'DBpedia', 'Zulip', 'National Resource for Network Biology (NRNB)', 'The Terasology Foundation', 'Synfig', 'The LLVM Compiler Infrastructure', 'Cilium', 'CCExtractor Development', 'Haiku', 'RoboComp', 'AOSSIE', 'CERN-HSF', 'TensorFlow', 'INCF', 'Kodi', 'gprMax', 'The R Project for Statistical Computing', 'LibreOffice', 'DeepPavlov', 'TensorFlow', 'INCF', 'Casbin', 'SPDX', 'MetaCall', 'SageMath', 'CERN-HSF', 'SCoRe Lab', 'The LLVM Compiler Infrastructure', 'JdeRobot - Universidad Rey Juan Carlos', 'Processing Foundation', 'OWASP Foundation', 'TensorFlow', 'The LLVM Compiler Infrastructure', 'Python Software Foundation', 'The Apache Software Foundation', 'CHAOSS Project', 'The R Project for Statistical Computing', 'JdeRobot - Universidad Rey Juan Carlos', 'CERN-HSF', 'DBpedia', 'Fortran-lang', 'caMicroscope', 'The LLVM Compiler Infrastructure', 'DBpedia', 'Python Software Foundation', 'Google FHIR SDK', 'GeomScale', 'Haskell.org', 'CircuitVerse.org', 'INCF', 'MBDyn', 'Sugar Labs', 'OSGeo - Open Source Geospatial Foundation', 'NumFOCUS', 'The R Project for Statistical Computing', 'The Linux Foundation', 'The Julia Language', 'CERN-HSF', 'The R Project for Statistical Computing', 'Open Chemistry', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'Metasploit', 'LibreHealth', 'GFOSS - Open Technology Alliance', 'Boost C++ Libraries', 'PostgreSQL', 'The Linux Foundation', 'Bench-Routes', 'Haskell.org', 'The NetBSD Foundation', 'TensorFlow', 'Plan 9 Foundation', 'OpenStreetMap', 'CCExtractor Development', 'Ceph', 'The Honeynet Project', 'The R Project for Statistical Computing', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'Matrix.org', 'KDE Community', 'TARDIS SN', 'GNU Compiler Collection (GCC)', 'The Linux Foundation', 'NumFOCUS', 'OpenCV', 'International Catrobat Association', 'GNU Mailman Project', 'LibreCube Initiative', 'RTEMS Project', 'JBoss Community', 'AerospaceResearch.net', 'KDE Community', 'SymPy', 'Internet Archive', 'Android Graphics Tools Team', 'The Julia Language', 'QEMU', 'MapAction', 'The R Project for Statistical Computing', 'Debian', 'INCF', 'Continuous Delivery Foundation', 'Global Alliance for Genomics and Health', 'KDE Community', 'gprMax', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'Liquid Galaxy project', 'Apertium', 'SymPy', 'SCoRe Lab', 'KDE Community', 'International Catrobat Association', 'FrameNet Brasil (UFJF)', 'NumFOCUS', 'Global Alliance for Genomics and Health', 'NumFOCUS', 'Orcasound', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'caMicroscope', 'Postman', 'Zulip', 'INCF', 'TARDIS SN', 'Casbin', 'OSGeo - Open Source Geospatial Foundation', 'JBoss Community', 'Qubes OS', 'Boost C++ Libraries', 'CERN-HSF', 'MariaDB Foundation', 'NumFOCUS', 'GFOSS - Open Technology Alliance', 'GNSS-SDR', 'SCoRe Lab', 'The Apache Software Foundation', 'Django Software Foundation', 'Wikimedia Foundation', 'mlpack', 'Project WikiLoop', 'Sugar Labs', 'BRL-CAD', 'RoboComp', 'coala', 'Python Software Foundation', 'Pharo Consortium', 'SageMath', 'Joplin', 'caMicroscope', 'The Julia Language', 'Pharo Consortium', 'Purr Data', 'Godot Engine', 'The Linux Foundation', 'Digital Impact Alliance (DIAL) at UN Foundation', 'The Apache Software Foundation', 'GNU Compiler Collection (GCC)', 'DBpedia', 'The R Project for Statistical Computing', 'MediaPipe', 'AboutCode', 'Oppia Foundation', 'Open Genome Informatics', 'NumFOCUS', 'TensorFlow', 'Accord Project', 'FreeType', 'CircuitVerse.org', 'The R Project for Statistical Computing', 'Software Heritage', 'SymPy', 'Python Software Foundation', 'The Apache Software Foundation', 'Processing Foundation', 'The Apache Software Foundation', '52°North GmbH', 'Blender Foundation', 'NumFOCUS', 'Google FHIR SDK', 'Open Chemistry', 'International Catrobat Association', 'Accord Project', 'Processing Foundation', 'LibreHealth', 'gprMax', 'NumFOCUS', 'OpenMRS', 'TensorFlow', 'Liquid Galaxy project', 'Oppia Foundation', 'LabLua', 'Haskell.org', 'Sugar Labs', 'AnkiDroid', 'FRRouting', 'International Catrobat Association', 'Pharo Consortium', 'VideoLAN', 'The ns-3 Network Simulator Project', 'Apertium', 'The Apache Software Foundation', 'mlpack', 'Point Cloud Library', 'The Honeynet Project', 'Apertium', 'PEcAn Project', 'JabRef e.V.', 'Processing Foundation', 'National Resource for Network Biology (NRNB)', 'Pharo Consortium', 'CERN-HSF', 'SCoRe Lab', 'VideoLAN', 'JBoss Community', 'GitLab', 'Cuneiform Digital Library Initiative (CDLI)', 'GNOME Foundation', 'TensorFlow', 'MDAnalysis', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'CASTOR', 'International Catrobat Association', 'OpenMRS', 'Processing Foundation', 'KDE Community', 'NumFOCUS', 'Python Software Foundation', 'Processing Foundation', 'Sugar Labs', 'Debian', 'National Resource for Network Biology (NRNB)', 'Joplin', 'Casbin', 'The Apache Software Foundation', 'The R Project for Statistical Computing', 'MediaPipe', 'CERN-HSF', 'PEcAn Project', 'Chromium', 'Matrix.org', 'coala', 'Digital Impact Alliance (DIAL) at UN Foundation', 'apertus° Association', 'Free and Open Source Silicon Foundation', 'The Palisadoes Foundation', 'freifunk', 'Department of Biomedical Informatics (BMI), Emory University School of Medicine', 'OSGeo - Open Source Geospatial Foundation', 'Apertium', 'PostgreSQL', 'OpenMRS', 'The Apache Software Foundation', 'Casbin', 'OSGeo - Open Source Geospatial Foundation', 'Sugar Labs', 'CircuitVerse.org', 'Blender Foundation', 'The LLVM Compiler Infrastructure', 'INCF', 'INCF', 'KDE Community', 'mlpack', 'Django Software Foundation', 'AOSSIE', 'The LLVM Compiler Infrastructure', 'AFLplusplus', 'The R Project for Statistical Computing', 'Python Software Foundation', 'OSGeo - Open Source Geospatial Foundation', 'AOSSIE', 'FreeBSD Project', 'Java PathFinder', 'OSGeo - Open Source Geospatial Foundation', 'Xiph.Org Foundation', 'The Linux Foundation', 'BeagleBoard.org Foundation', 'STE||AR Group', 'Cuneiform Digital Library Initiative (CDLI)', 'Free and Open Source Silicon Foundation', 'PEcAn Project', 'OWASP Foundation', 'Public Lab', 'libcamera', 'Hydra Ecosystem', 'OpenCV', 'Zulip', 'GNU Radio', 'Elm Tooling', 'Libre Space Foundation', 'OpenStreetMap', 'Chromium', 'Polypheny', 'QEMU', 'CRIU', 'Android Graphics Tools Team', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'CircuitVerse.org', 'Center for Research in Open Source Software, UC Santa Cruz', 'The Julia Language', 'TensorFlow', 'Haskell.org', 'CNCF', 'SageMath', 'National Resource for Network Biology (NRNB)', 'AOSSIE', 'freifunk', 'Shaka Player', 'Public Lab', 'Wikimedia Foundation', 'Point Cloud Library', 'Godot Engine', 'TARDIS SN', 'Red Hen Lab', 'RoboComp', 'FreeBSD Project', 'Digital Impact Alliance (DIAL) at UN Foundation', 'Kodi', 'Joplin', 'MBDyn', 'Python Software Foundation', 'MIT App Inventor', 'Pharo Consortium', 'Python Software Foundation', 'Python Software Foundation', 'Project WikiLoop', 'CHAOSS Project', 'The Apache Software Foundation', 'The Julia Language', 'NumFOCUS', 'OWASP Foundation', 'The Apache Software Foundation', 'strace', 'openSUSE Project', 'Blender Foundation', 'TianoCore', 'Google FHIR SDK', 'JdeRobot - Universidad Rey Juan Carlos', 'The Honeynet Project', 'mlpack', 'INCF', 'The Honeynet Project', 'CNCF', 'Processing Foundation', 'Digital Impact Alliance (DIAL) at UN Foundation', 'The Terasology Foundation', 'KDE Community', 'Django Software Foundation', 'INCF', 'CNCF', 'The Linux Foundation', 'OSGeo - Open Source Geospatial Foundation', 'Debian', 'Xfce', 'INCF', 'CERN-HSF', 'Google FHIR SDK', 'NumFOCUS', 'NumFOCUS', 'CHAOSS Project', 'Open Genome Informatics', 'openastronomy', 'Open Genome Informatics', 'RoboComp', 'The ENIGMA Team', 'CNCF', 'SymPy', 'Free and Open Source Silicon Foundation', 'Oppia Foundation', 'CERN-HSF', 'NumFOCUS', 'Matrix.org', 'GitLab', 'NumFOCUS', 'Python Software Foundation', 'Open Bioinformatics Foundation', 'MetaCall', 'Inkscape', 'Ceph', 'Kiwix', 'OpenCV', 'Wikimedia Foundation', 'The Julia Language', 'International Catrobat Association', 'International Catrobat Association', 'Digital Impact Alliance (DIAL) at UN Foundation', 'The Libreswan Project', 'JBoss Community', 'Scala Center', 'PEcAn Project', 'OpenCV', 'GNOME Foundation', 'International Catrobat Association', 'The Honeynet Project', 'Joplin', 'TianoCore', 'Git', 'NumFOCUS', 'CiviCRM LLC', 'The Linux Foundation', 'AboutCode', 'BRL-CAD', 'AOSSIE', 'Rocket.Chat', 'OWASP Foundation', 'Postman', 'libvirt', 'The Linux Foundation', 'MIT App Inventor', 'The Julia Language', 'Software Heritage', 'BRL-CAD', 'The Apache Software Foundation', 'TianoCore', 'Oppia Foundation', 'PostgreSQL', 'TianoCore', 'Integrated Ocean Observing System (IOOS)', 'FOSSology', 'ArduPilot', 'CircuitVerse.org', 'OpenMined', 'Orcasound', 'Boost C++ Libraries', 'DBpedia', 'Free and Open Source Silicon Foundation', 'Haskell.org', 'Casbin', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'syslog-ng', 'ArduPilot', 'The Honeynet Project', 'CERN-HSF', 'OpenMRS', 'Inkscape', 'OpenMRS', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'INCF', 'VideoLAN', 'Continuous Delivery Foundation', 'NumFOCUS', 'CRIU', 'RTEMS Project', 'Kiwix', 'GeomScale', 'CNCF', 'Rocket.Chat', 'VideoLAN', 'VideoLAN', 'Python Software Foundation', 'Cilium', 'Ruby', 'GNOME Foundation', 'AerospaceResearch.net', 'Xiph.Org Foundation', 'openastronomy', 'KDE Community', 'OpenWISP', 'openSUSE Project', 'Machine Learning for Science (ML4SCI) Umbrella Organization', 'MediaPipe', 'CERN-HSF', 'Plan 9 Foundation', 'GeomScale', 'Casbin', 'freifunk', 'Ceph', 'INCF', 'Postman', 'Xfce', 'Haiku', 'Swift', 'Xiph.Org Foundation', 'Postman', 'The LLVM Compiler Infrastructure', 'Xiph.Org Foundation', 'Debian', 'LibreOffice', 'Rizin', 'syslog-ng', 'CHAOSS Project', 'SCoRe Lab', 'TensorFlow', 'VideoLAN', 'RoboComp', 'KDE Community', 'Project WikiLoop', 'RTEMS Project', 'The Julia Language', 'Chromium', 'Sugar Labs', 'Python Software Foundation', 'ScummVM', 'Checkstyle', 'openSUSE Project', 'SCoRe Lab', 'MIT App Inventor', 'GeomScale', 'SCoRe Lab', 'TensorFlow', 'Python Software Foundation', 'openastronomy', 'The Honeynet Project', 'FOSSology', 'Apertium', 'CERN-HSF', 'Boost C++ Libraries', 'NumFOCUS', 'BeagleBoard.org Foundation', 'Center for Research in Open Source Software, UC Santa Cruz', 'FFmpeg', 'SageMath', 'OpenCV', 'SCoRe Lab', 'LibreHealth', 'The Terasology Foundation', 'SCoRe Lab', 'OWASP Foundation', 'RoboComp', 'Zulip', 'Zulip', 'The LLVM Compiler Infrastructure', 'Free and Open Source Silicon Foundation', 'TensorFlow', 'Red Hen Lab', 'PostgreSQL', 'BRL-CAD', 'Casbin', 'SCoRe Lab', 'Fortran-lang']\n"
     ]
    }
   ],
   "source": [
    "print(organisation_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    " data = {'Names': name_list, 'Organisation': organisation_list, 'Projects': project_list}  \n",
    "       \n",
    "df = pd.DataFrame(data) \n",
    "    \n",
    "# saving the dataframe \n",
    "df.to_csv('gsoc2021.csv') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ]
}