You can find some basic ML algorithms, implementing from scratch.
- EM - algorithm (expectation–maximization (EM) algorithm).
Outlier_Detection/EM-algorithm.ipynb - LOF - algorithm to find outliers
Outlier_Detection/LOF-algorithm.ipynb - LogiticRegression - Algorithm that generates a probability—a value between 0 and 1, exclusive