Repository Index

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

• machine-learning
• python
• data-science
• automl

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

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

• bayesian-optimization
• bayesian-optimisation
• hyperparameter-optimization
• hyperparameter-tuning

ThunderGBM: Fast GBDTs and Random Forests on GPUs

• cuda
• gpu
• gbdt
• random-forest

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

• python
• machine-learning
• random-forest
• tensorflow

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

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

Go Scoring API for PMML

• golang
• pmml
• random-forest
• classification

Ruby Scoring API for PMML

• ruby-gem
• pmml
• random-forest
• classification