hand_crafted_models/
    activations.py          ...Activation function implementations
    linear_regression.py    ...Linear regression implementations
    logistic_regression.py  ...Logistic regression implementation
    loss_functions.py       ...Loss function implementations
    optimization.py         ...Optimizer implementations
    utils.py                ...Commonly used functions
requirements.txt            ...project dependencies
setup.py            

git clone https://github.com/sadighian/hand_crafted_models.git

cd hand_crafted_models          # Change to project directory
virtualenv -p python3 venv      # Create the virtual environment
source venv/bin/activate        # Start using the venv

pip3 install -e .               # Execute command inside install directory

python3 tests/tests.py

@misc{Hand Crafted Models,
    author = {Jonathan Sadighian},
    title = {Hand Crafted Models: Simple linear model implementations},
    year = {2021},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/sadighian/hand_crafted_models}},
}