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1. Tensorflow-Pytorch-Ensemble-Machine-Learning-Model-for-Breast-Cancer-Detection- Tensorflow-Pytorch-Ensemble-Machine-Learning-Model-for-Breast-Cancer-Detection- Public

   98.25% accurate Breast Cancer detection - This is an Ensemble Machine learning Model utilising Pytorch and Tensorflow neural networks. Scikit voting classifier was used to create soft voting.

   Jupyter Notebook

2. Ensemble-Machine-Learning-Stroke-risk-prediction Ensemble-Machine-Learning-Stroke-risk-prediction Public

   98% accurate - This stroke risk prediction Machine Learning model utilises ensemble machine learning (Random Forest, Gradient Boosting, XBoost) combined via voting classifier. We tune parameters wi…

   Jupyter Notebook 1

3. Viterbi-Algorithm Viterbi-Algorithm Public

   This Python script implements a Hidden Markov Model (HMM) and uses the Viterbi algorithm to determine the most probable sequence of hidden states given a sequence of observations. This can be used …

   Jupyter Notebook

4. NHS-maternity-analysis NHS-maternity-analysis Public

   Multivariable analysis of NHS maternity dataset - Ordinary Least squares regression model + Linear regression + Visualisation

   Jupyter Notebook

5. NHS_Jobtrac_webscraper NHS_Jobtrac_webscraper Public

   This uses URLlib, Pandas, Beautiful Soup, Tkinter and lxml. The full version also uses Selenium, Openpyxl and Concurrent futures for Multithreading.

   Jupyter Notebook

6. SQL-Recreation-in-Python SQL-Recreation-in-Python Public

   A Database system developed from scratch within Python to emulate the functionality of SQL. This is an educational project.

   Jupyter Notebook