Repository Index

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

• h2o
• machine-learning
• data-science
• deep-learning

A collection of research papers on decision, classification and regression trees with implementations.

• decision-tree
• decision-tree-classifier
• gradient-boosting
• gradient-boosting-machine

Python package for stacking (machine learning technique)

• stacking
• stacked-generalization
• explain-stacking
• stacking-tutorial

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

Stacked Generalization (Ensemble Learning)

• stacking
• ensemble-learning
• scikit-learn
• xgboost

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

• shapley
• shapley-value
• owen
• voting-classifier