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The Top 23 Machine Learning Decision Trees Open Source Projects

Open source projects categorized as Machine Learning Decision Trees
Categories > Machine Learning > Decision Trees
Categories > Machine Learning > Machine Learning
Lightgbm ⭐ 15,999
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 574total releases 34most recent commit 18 days agopypi lightgbm} Downloads
Catboost ⭐ 7,564
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 12total releases 20most recent commit 3 months ago
Machine Learning ⭐ 6,628
⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
most recent commit 2 years ago
Orange3 ⭐ 4,469
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 47total releases 63most recent commit 3 months agopypi Orange3} 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 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 4 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
Machine Learning Specialization Coursera ⭐ 2,082
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
most recent commit 4 months ago
Data Science Complete Tutorial ⭐ 1,575
For extensive instructor led learning
most recent commit a year ago
Dat8 ⭐ 1,549
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 2 years ago
Decisiontree ⭐ 1,190
ID3-based implementation of the ML Decision Tree algorithm
dependent packages 6total releases 5most recent commit 5 years agorubygems decisiontree} Downloads
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Opencv Machine Learning ⭐ 770
M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.
most recent commit a year ago
Ai_all_resources ⭐ 647
A curated list of Best Artificial Intelligence Resources
most recent commit 6 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
Interpretable_machine_learning_with_python ⭐ 629
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
most recent commit a year 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
Leaves ⭐ 375
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
dependent packages 1total releases 2most recent commit 10 months ago
Sharplearning ⭐ 372
Machine learning for C# .Net
dependent packages 14total releases 42most recent commit 3 months agonuget SharpLearning.Containers} Downloads
Gbdt_simple_tutorial ⭐ 371
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
most recent commit 5 years ago
Rgf ⭐ 371
Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.
dependent packages 8total releases 28most recent commit 2 years agopypi rgf-python} Downloads
The 10 Most Depended On Machine Learning Decision Trees 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 4 months agopypi dtreeviz} Downloads
Sharplearning ⭐ 372
Machine learning for C# .Net
dependent packages 14total releases 42latest release July 12, 2020most recent commit 3 months agonuget SharpLearning.Containers} Downloads
Decisiontree ⭐ 1,190
ID3-based implementation of the ML Decision Tree algorithm
dependent packages 6total releases 5latest release September 19, 2014most recent commit 5 years agorubygems decisiontree} Downloads
Craft Ai Client Js ⭐ 9
craft ai API isomorphic javascript client
dependent packages 6total releases 76latest release June 30, 2021most recent commit 3 years agonpm craft-ai} 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
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
The 10 Latest Releases In Machine Learning Decision Trees Open Source Projects
Conifer ⭐ 35
Fast inference of Boosted Decision Trees in FPGAs
total releases 12latest release November 23, 2023most 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 33latest release November 20, 2023most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Lleaves ⭐ 279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 11latest release November 11, 2023most recent commit 4 months ago
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
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
dependent packages 1total releases 10latest release August 24, 2022most recent commit a year agopypi linear-tree} Downloads
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