This repository contains (bare-bones) pure numpy implementations in the scikit-learn API format of the following basic Machine Learning algorithms:
- Linear Regression
- Logistic Regression
- kNN
- kMeans
- Decision Trees
- Random Forests
- Gradient-boosted Trees
Some scikit-learn examples of these examples are also provided in the scikit-examples folder.