cmnemoi-learn 0.2.0

Machine Learning from scratch by Charles-Meldhine Madi Mnemoi

cmnemoi-learn - Machine Learning from scratch by Charles-Meldhine Madi Mnemoi

Repository in which I will implement some of the machine learning models described in Elements Of Statistical Learning by Hastie, Tibshirani and Friedman from scratch (using only numpy) in form of a Python package.

The implementations will be unit tested against popular implementation (Scikit-learn, PyTorch) with pytest. The quality of the code will be checked using black, pylint and mypy at each commit through a GitHub Action CI pipeline. The package will be published on PyPI at each push to the main branch through a GitHub Action CD pipeline.

Install the package

pip install cmnemoi-learn

Contributing

Clone the repo :

git clone https://github.com/cmnemoi/cmnemoi-learn.git
cd cmnemoi-learn

Then install dependencies. If you run Miniconda or Anaconda:

conda create -n cmnemoi-learn python=3.11 -y
conda activate cmnemoi-learn
pip install -r requirements.txt

If you run Poetry:

poetry install

License

MIT License