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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 ⭐ 15,486
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 499total releases 33most recent commit 20 hours agopypi lightgbm} Downloads
Catboost ⭐ 7,364
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 6total releases 60most recent commit 13 hours 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 a year ago
Orange3 ⭐ 4,274
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 42total releases 60most recent commit a day agopypi Orange3} Downloads
Mljar Supervised ⭐ 2,751
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 82most recent commit a day agopypi mljar-supervised} Downloads
Machine Learning With Python ⭐ 2,712
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 4 months ago
Dtreeviz ⭐ 2,644
A python library for decision tree visualization and model interpretation.
dependent packages 22total releases 41most recent commit 11 days agopypi dtreeviz} Downloads
Awesome Decision Tree Papers ⭐ 2,133
A collection of research papers on decision, classification and regression trees with implementations.
most recent commit 6 months ago
Machine Learning Specialization Coursera ⭐ 1,709
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
most recent commit 2 days ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit 10 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 a year 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 ⭐ 1,062
Python tutorials in both Jupyter Notebook and youtube format.
most recent commit 10 months ago
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 3 months ago
Data_to_viz ⭐ 776
Leading to the dataviz you need
most recent commit 5 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 7 months ago
Cloudforest ⭐ 705
Ensembles of decision trees in go/golang.
most recent commit 2 years ago
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 7 months ago
Decision Forests ⭐ 614
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 1total releases 19most recent commit 6 days agopypi tensorflow-decision-forests} Downloads
Ai_all_resources ⭐ 588
A curated list of Best Artificial Intelligence Resources
most recent commit 22 days ago
Featurefu ⭐ 553
Library and tools for advanced feature engineering
most recent commit 8 years ago
Phd Thesis ⭐ 468
Repository of my thesis "Understanding Random Forests"
most recent commit 7 years ago
The 10 Most Depended On Decision Trees Open Source Projects
Orange3 ⭐ 4,274
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 42total releases 60latest release December 13, 2022most recent commit a day agopypi Orange3} Downloads
Dtreeviz ⭐ 2,644
A python library for decision tree visualization and model interpretation.
dependent packages 22total releases 41latest release July 07, 2022most recent commit 11 days agopypi dtreeviz} Downloads
Sharplearning ⭐ 310
Machine learning for C# .Net
dependent packages 14total releases 42latest release July 12, 2020most recent commit 2 years 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
Timbertrek ⭐ 109
Explore and compare 1K+ accurate decision trees in your browser!
dependent packages 1total releases 8latest release December 19, 2022most recent commit 7 months agopypi timbertrek} Downloads
The 10 Latest Releases In Decision Trees Open Source Projects
Timbertrek ⭐ 109
Explore and compare 1K+ accurate decision trees in your browser!
dependent packages 1total releases 8latest release December 19, 2022most recent commit 7 months agopypi timbertrek} Downloads
Orange3 ⭐ 4,274
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 42total releases 60latest release December 13, 2022most recent commit a day agopypi Orange3} Downloads
Explore ⭐ 165
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
dependent packages 1total releases 17latest release August 31, 2022most recent commit 21 days ago
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
total releases 10latest release August 24, 2022most recent commit 4 months ago
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 16latest release July 18, 2022most recent commit a month ago
Lleaves ⭐ 251
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 9latest release July 10, 2022most recent commit 10 days ago
Dtreeviz ⭐ 2,644
A python library for decision tree visualization and model interpretation.
dependent packages 22total releases 41latest release July 07, 2022most recent commit 11 days agopypi dtreeviz} Downloads
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