ToyML
Machine Learning from Scratch
There are some machine learning algorithms implemented from scratch. Let's learn machine learning with simple toy code.
pip install toyml- Documentation: https://ai-glimpse.github.io/toyml/
- PyPi: https://pypi.org/project/toyml/
- Changelog: https://ai-glimpse.github.io/toyml/CHANGELOG/
- Clustering: DBSCAN, Hierarchical(Agnes&Diana), Kmeans
- Classification: KNN
- Ensemble: Boosting(AdaBoost)
- Classification: NaiveBayes, DecisionTree, SVM
- Association Analysis: Apriori
- Ensemble: GBDT