Learn Machine Learning

Environment setup

brew install python3
pip3 install numpy scikit-learn matplotlib sympy tensorflow pandas tabulate pickle5

Run the code

python3 linear-regression.py
python3 logistic-regression.py
python3 matrix-calculation.py
python3 nerous-for-coffee.py
python3 matplot.py
python3 multiclass.py
python3 derivatives.py

Unsupervised Learning

python3 k-means.py
python3 anomaly.py
python3 collaborative-filtering.py