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The Top 23 Decision Trees Open Source Projects

Open source projects categorized as Decision Trees
Categories > Machine Learning > Decision Trees
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 14 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 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
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
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit a year 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
Python_tutorials ⭐ 1,140
Python tutorials in both Jupyter Notebook and youtube format.
most recent commit 4 months ago
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Data_to_viz ⭐ 871
Leading to the dataviz you need
most recent commit 3 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
Cloudforest ⭐ 705
Ensembles of decision trees in go/golang.
most recent commit 2 years ago
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
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
Featurefu ⭐ 553
Library and tools for advanced feature engineering
most recent commit 9 years ago
Phd Thesis ⭐ 468
Repository of my thesis "Understanding Random Forests"
most recent commit 8 years ago
The 10 Most Depended On 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 3 months agopypi dtreeviz} Downloads
Connected Components 3d ⭐ 289
Connected components on discrete and continuous multilabel 3D & 2D images. Handles 26, 18, and 6 connected variants.
dependent packages 18total releases 53latest release August 26, 2023most recent commit 4 months agopypi connected-components-3d} 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
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
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
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
The 10 Latest Releases In Decision Trees Open Source Projects
Decisiontreenim ⭐ 15
Decision tree and Random forest implementation in nim
latest release November 27, 2023most recent commit 3 years ago
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
Explore ⭐ 175
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
dependent packages 1total releases 21latest release October 11, 2023most recent commit 6 months ago
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