anova-from-scratch

cci-data-science-textbook

This is a short, interactive textbook aimed at introducing data science to non-IT university undergraduates. Funded by Erasmus+.

chess-data-pipeline

Data pipeline to gather data from chess website APIs using Airflow.

datasets

A series of publicly available datasets

interpret

Fit interpretable models. Explain blackbox machine learning.

interpret-community

The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

molecular3dlengthdescriptors

A 3D conformational based molecular descriptor set for use in QSPR and Machine Learning.

news-sentiment-analysis

Political sentiment analysis model

pandas-filtering-performance

Investigation into a range of filtering methods and their performance

pandas-linear-regression

A library that adds linear regression functionality to pandas

python-chess-descriptors

A module to calculate descriptors based off completed chess games for use in Machine Learning and statistical studies.

python-statistical-tests

Exploring and investigating statistical tests within Python.

thomasjewson

time-series-analysis

code and data for the time series analysis vids on my YouTube channel