ToyML: Machine Learning from Scratch¶
There are machine learning algorithms implemented from scratch. Let's learn machine learning with simple toy code.
Models¶
- Clustering: K-means
- Clustering: DBSCAN
- Clustering: Hierarchical(DIANA(Bisecting-Kmeans) & AGNES)
- Classification: KNN
- Classification: Naive Bayes
- Ensemble: AdaBoost
- Ensemble: Isolation Forest
Installation¶
pip install toyml