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The Top 23 Python Machine Learning Random Forest Open Source Projects

Open source projects categorized as Python Machine Learning Random Forest
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Random Forest
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi 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
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 47total releases 63most recent commit 3 months agopypi 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 3 months agopypi FLAML} Downloads
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 3 months agopypi mljar-supervised} Downloads
Dtreeviz ⭐ 2,720
A python library for decision tree visualization and model interpretation.
dependent packages 22total releases 41most recent commit 3 months agopypi dtreeviz} Downloads
Awesome Decision Tree Papers ⭐ 2,266
A collection of research papers on decision, classification and regression trees with implementations.
most recent commit 3 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
Gcforest ⭐ 1,242
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
most recent commit 3 years ago
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Deep Forest ⭐ 823
An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
dependent packages 1total releases 8most recent commit a year agopypi deep-forest} Downloads
Ai_all_resources ⭐ 647
A curated list of Best Artificial Intelligence Resources
most recent commit 5 months ago
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Rrcf ⭐ 450
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
most recent commit 8 months ago
Chefboost ⭐ 428
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 4 months ago
Yggdrasil Decision Forests ⭐ 403
A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
total releases 8most recent commit 3 months ago
Emlearn ⭐ 327
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 30most recent commit 3 months ago
Handson Ml ⭐ 277
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
most recent commit 4 years ago
The Python Workshop ⭐ 245
A New, Interactive Approach to Learning Python
most recent commit 5 months ago
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5most recent commit 10 months agopypi shapley} Downloads
Handwritten Digit Recognition Using Deep Learning ⭐ 158
Handwritten Digit Recognition using Machine Learning and Deep Learning
most recent commit a year ago
The Data Science Workshop ⭐ 156
A New, Interactive Approach to Learning Data Science
most recent commit 2 years ago
Tpot2 ⭐ 118
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
total releases 4most recent commit 4 months ago
The 10 Most Depended On Python Machine Learning Random Forest Open Source Projects
Orange3 ⭐ 4,469
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 47total releases 63latest release October 31, 2023most recent commit 3 months agopypi Orange3} Downloads
Dtreeviz ⭐ 2,720
A python library for decision tree visualization and model interpretation.
dependent packages 22total releases 41latest release July 07, 2022most recent commit 3 months agopypi dtreeviz} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33latest release November 20, 2023most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Skranger ⭐ 37
scikit-learn compatible Python bindings for ranger C++ random forest library
dependent packages 2total releases 14latest release May 07, 2022most recent commit 2 years agopypi skranger} Downloads
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5latest release April 28, 2022most recent commit 10 months agopypi shapley} Downloads
The 10 Latest Releases In Python Machine Learning Random Forest Open Source Projects
Emlearn ⭐ 327
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 30latest release November 27, 2023most recent commit 3 months ago
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33latest release November 20, 2023most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Orange3 ⭐ 4,469
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 47total releases 63latest release October 31, 2023most recent commit 3 months agopypi Orange3} Downloads
Quantile Forest ⭐ 70
Quantile Regression Forests compatible with scikit-learn.
total releases 11latest release October 09, 2023most recent commit 3 months ago
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
Random Forest Mc ⭐ 38
Random Forest with Dynamic Tree Selection Monte Carlo Based (RF-TSMC).
total releases 18latest release September 05, 2023most recent commit 7 months ago
Te2rules ⭐ 25
Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
total releases 16latest release August 31, 2023most recent commit 4 months ago
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