Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Tpot | 9,463 | 40 | 22 | 2 months ago | 62 | August 15, 2023 | 284 | lgpl-3.0 | Python | |
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | ||||||||||
H2o 3 | 6,618 | 62 | 33 | 3 months ago | 49 | August 09, 2023 | 2,746 | apache-2.0 | Jupyter Notebook | |
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. | ||||||||||
Orange3 | 4,469 | 57 | 47 | 3 months ago | 63 | October 31, 2023 | 99 | other | Python | |
🍊 :bar_chart: :bulb: Orange: Interactive data analysis | ||||||||||
Flaml | 3,500 | 11 | 3 months ago | 92 | October 02, 2023 | 210 | mit | Jupyter Notebook | ||
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP. | ||||||||||
Machine Learning With Python | 2,980 | a year ago | 8 | bsd-2-clause | Jupyter Notebook | |||||
Practice and tutorial-style notebooks covering wide variety of machine learning techniques | ||||||||||
Mljar Supervised | 2,867 | 2 | 3 months ago | 84 | September 26, 2023 | 141 | mit | Python | ||
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation | ||||||||||
Dtreeviz | 2,720 | 2 | 22 | 4 months ago | 41 | July 07, 2022 | 61 | mit | Jupyter Notebook | |
A python library for decision tree visualization and model interpretation. | ||||||||||
Awesome Decision Tree Papers | 2,266 | 4 months ago | 1 | cc0-1.0 | Python | |||||
A collection of research papers on decision, classification and regression trees with implementations. | ||||||||||
Benchm Ml | 1,839 | 2 years ago | 11 | mit | R | |||||
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.). | ||||||||||
Gcforest | 1,242 | 3 years ago | 35 | Python | ||||||
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks' |