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.