Michigan Data Science Team

All

61 repositories

llm-augmentation
Public
Applying LLMs, augmented with information retrieval (RAG) and function calling, to a variety of tasks in different domains.
rag vector-database large-language-models langchain
Jupyter Notebook
•10•12•0•0•Updated Dec 5, 2024Dec 5, 2024
F24-mini-copilot
Public
Building and deploying a lightweight code autocompletion tool, from GPT-2 weights to a working VSCode extension.
nlp torch code-generation gpt-2 huggingface
Jupyter Notebook
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MIT License
•0•9•1•0•Updated Nov 30, 2024Nov 30, 2024
F24-SoccerNet
Public
Using pre-trained vision models for soccer match analysis.
Python
•1•0•0•10•Updated Nov 19, 2024Nov 19, 2024
official-website
Public
The homepage for the Michigan Data Science Team
javascript data-science nextjs university-of-michigan mdst
JavaScript
•0•4•0•0•Updated Oct 9, 2024Oct 9, 2024
mhacks-workshop
Public
Materials for the MDST x MHacks workshop (Fall 2024).
Jupyter Notebook
•0•0•0•0•Updated Sep 29, 2024Sep 29, 2024
MDST-Onboarding
Public
Redesigned MDST tutorials and checkpoints
Jupyter Notebook
•106•9•0•1•Updated Sep 28, 2024Sep 28, 2024
RvF-Challenge
Public
MDST Legacy Project Remade
Jupyter Notebook
•2•0•0•0•Updated Sep 6, 2024Sep 6, 2024
F24-facial-recognition
Public
0•0•0•0•Updated Sep 5, 2024Sep 5, 2024
git-workshop
Public
Materials for the internal MDST Git & GitHub workshop.
9•0•0•0•Updated Sep 1, 2024Sep 1, 2024
F24-spotify-data-analysis
Public
0•0•0•0•Updated Sep 1, 2024Sep 1, 2024
great-lakes-workshop
Public
Materials for the internal MDST Great Lakes workshop.
Python
•0•0•0•0•Updated Sep 1, 2024Sep 1, 2024
MDST-Tutorials
Public
Tutorial guides for a range of interesting topics
Jupyter Notebook
•0•1•1•1•Updated Aug 10, 2024Aug 10, 2024
W24-TikTokVideos
Public
Python
•2•1•0•0•Updated Jun 18, 2024Jun 18, 2024
W24-RvF
Public archive
MDST project from Winter 2024 for classifying real vs. fake faces
machine-learning computer-vision deep-learning pytorch
Jupyter Notebook
•4•5•0•0•Updated May 25, 2024May 25, 2024
W24-StockAnalysis
Public
Python
•0•0•0•0•Updated Apr 14, 2024Apr 14, 2024
expo
Public
Website for the MDST Project Expo
data-science nextjs
TypeScript
•0•0•0•0•Updated Apr 10, 2024Apr 10, 2024
WN2024-RMP
Public
Rate My Professor Sentiment Analysis
natural-language-processing
Jupyter Notebook
•0•2•0•0•Updated Apr 4, 2024Apr 4, 2024
next-word-predictor
Public archive
Next word prediction with RNNs.
Jupyter Notebook
•3•1•0•0•Updated Jan 9, 2024Jan 9, 2024
F23-Webscraping
Public
Jupyter Notebook
•4•2•0•2•Updated Nov 19, 2023Nov 19, 2023
2024-Internship
Public
Creative Commons Zero v1.0 Universal
•3•11•0•0•Updated Nov 19, 2023Nov 19, 2023
F23-Reinforcement-Learning
Public
We learn the basics of tabular and deep reinforcement learning. Then apply our knowledge to create an agent tuned to human preferences.
Python
•2•5•0•0•Updated Nov 12, 2023Nov 12, 2023
F23-RvF
Public
Using computer vision to distinguish real from fake faces
Jupyter Notebook
•5•3•0•0•Updated Nov 5, 2023Nov 5, 2023
2024-Full-Time
Public
Creative Commons Zero v1.0 Universal
•0•1•0•0•Updated Sep 19, 2023Sep 19, 2023
W23-Image-Colorization
Public
Jupyter Notebook
•16•2•0•0•Updated Jul 19, 2023Jul 19, 2023
AnatomyOfMatplotlib
Public
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
Jupyter Notebook
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Other
•599•1•0•0•Updated Jul 15, 2023Jul 15, 2023
W23-Webscraping
Public
Winter 2023 MDST Webscraping Project
Jupyter Notebook
•2•2•0•0•Updated Apr 23, 2023Apr 23, 2023
W23-Euchre-Reinforcement-Learning
Public
WN 23 Reinforcement Learning Project
Python
•0•1•0•0•Updated Apr 21, 2023Apr 21, 2023
2019-Drug-Reviews
Public archive
Drug review dataset: https://archive.ics.uci.edu/ml/datasets/Drug+Review+Dataset+%28Drugs.com%29#
Jupyter Notebook
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MIT License
•7•2•0•18•Updated Dec 8, 2022Dec 8, 2022
F22-SEC-Insider-Trading
Public
FA 22 SEC Insider Trading Project
Jupyter Notebook
•0•2•0•0•Updated Nov 20, 2022Nov 20, 2022
Old-Website
Public
Jekyll site for MDST
Jupyter Notebook
•3•4•7•1•Updated Oct 12, 2022Oct 12, 2022