ToyML: Machine Learning from Scratch
Project description
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
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