ToyML

Machine Learning from Scratch

There are some machine learning algorithms implemented from scratch. Let's learn machine learning with simple toy code.

Installation¶

pip install toyml

Links¶

• Documentation: https://datahonor.com/toyml/
• PyPi: https://pypi.org/project/toyml/
• Changelog: https://datahonor.com/toyml/CHANGELOG/

RoadMap¶

• Clustering: DBSCAN, Hierarchical(Agnes&Diana), Kmeans
• Classification: KNN
• Ensemble: Boosting(AdaBoost)
• Classification: NaiveBayes, DecisionTree, SVM
• Association Analysis: Apriori
• Ensemble: GBDT