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

dependent packages 22total releases 62most recent commit 3 months ago

pypi TPOT} Downloads

H2o 3 ⭐ 6,618

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.

dependent packages 33total releases 49most recent commit 3 months ago

Orange3 ⭐ 4,469

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

dependent packages 47total releases 63most recent commit 4 months ago

pypi Orange3} Downloads

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

dependent packages 11total releases 92most recent commit 4 months ago

pypi FLAML} Downloads

Machine Learning With Python ⭐ 2,980

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

most recent commit a year ago

Mljar Supervised ⭐ 2,867

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

dependent packages 2total releases 84most recent commit 4 months ago

pypi mljar-supervised} Downloads

Dtreeviz ⭐ 2,720

A python library for decision tree visualization and model interpretation.

dependent packages 22total releases 41most recent commit 4 months ago

pypi dtreeviz} Downloads

Awesome Decision Tree Papers ⭐ 2,266

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

most recent commit 4 months ago

Benchm Ml ⭐ 1,839

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.).

most recent commit 2 years ago

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

most recent commit a year ago

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