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The Top 23 Tree Decision Trees Open Source Projects

Open source projects categorized as Tree Decision Trees
Categories > Machine Learning > Decision Trees
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
Decisiontree ⭐ 1,190
ID3-based implementation of the ML Decision Tree algorithm
dependent packages 6total releases 5most recent commit 5 years agorubygems decisiontree} Downloads
Data_to_viz ⭐ 871
Leading to the dataviz you need
most recent commit 3 months ago
Cloudforest ⭐ 705
Ensembles of decision trees in go/golang.
most recent commit 2 years ago
Phd Thesis ⭐ 468
Repository of my thesis "Understanding Random Forests"
most recent commit 8 years ago
Neural Backed Decision Trees ⭐ 445
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
most recent commit 3 years 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
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
Gbdt ⭐ 253
Gradient boosting decision trees.
total releases 7most recent commit 5 years ago
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
dependent packages 1total releases 10most recent commit 10 months agopypi linear-tree} Downloads
Forge ⭐ 251
A Generic Low-Code Framework Built on a Config-Driven Tree Walker
total releases 9most recent commit 3 months ago
Fastbdt ⭐ 237
Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface
most recent commit 6 years ago
Decision Tree Js ⭐ 237
Small JavaScript implementation of ID3 Decision tree
most recent commit 6 years ago
Code_collection ⭐ 231
code misc/projects/demos
most recent commit 4 months ago
Sklearn Compiledtrees ⭐ 219
Compiled Decision Trees for scikit-learn
total releases 9most recent commit 3 years ago
Soft Decision Tree ⭐ 196
pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"
most recent commit 5 years ago
Aws Machine Learning University Dte ⭐ 177
Machine Learning University: Decision Trees and Ensemble Methods
most recent commit a year ago
Evotrees.jl ⭐ 168
Boosted trees in Julia
most recent commit 5 months ago
Machine Learning In R ⭐ 144
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
most recent commit 3 years ago
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 22most recent commit 8 months ago
Rf.go ⭐ 98
Random Forest implemtation in GoLang
most recent commit 10 years ago
Ewebmachine ⭐ 98
The HTTP decision tree as a plug (full elixir rewriting of basho/webmachine with improvements)
total releases 24most recent commit 8 months ago
The 10 Most Depended On Tree Decision Trees Open Source Projects
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
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
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
Mallard ⭐ 18
Data classification algorithms
dependent packages 3total releases 2latest release August 27, 2014most recent commit 9 years agonpm mallard} Downloads
Flowerflip ⭐ 11
Layout solver
dependent packages 3total releases 7latest release May 24, 2016most recent commit 7 years agonpm flowerflip} Downloads
Decision Tree Builder ⭐ 15
Build serialisable flowchart-style decision trees with D3.
dependent packages 2total releases 18latest release September 15, 2017most recent commit 5 years agonpm decision-tree-builder} Downloads
Decision Tree ⭐ 8
A utility for traversing decision trees by selecting options
dependent packages 2total releases 16latest release July 24, 2020most recent commit 3 years agonpm @ianwalter/decision-tree} Downloads
Pydl8.5 ⭐ 49
An algorithm for learning optimal decision trees, with Python interface
dependent packages 1total releases 9latest release January 29, 2023most recent commit a year agopypi pydl8.5} Downloads
Rfvis ⭐ 16
A tool for visualizing the structure and performance of Random Forests 🌳
dependent packages 1total releases 4latest release September 21, 2018most recent commit 3 years agonpm rfvis} Downloads
The 10 Latest Releases In Tree 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
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
Silverstripe Elemental Decisiontree ⭐ 10
Element Decision Tree
total releases 10latest release August 29, 2023most recent commit 8 months ago
Forge ⭐ 251
A Generic Low-Code Framework Built on a Config-Driven Tree Walker
total releases 9latest release August 24, 2023most recent commit 3 months ago
Ewebmachine ⭐ 98
The HTTP decision tree as a plug (full elixir rewriting of basho/webmachine with improvements)
total releases 24latest release August 04, 2023most recent commit 8 months ago
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 22latest release June 05, 2023most recent commit 8 months ago
Pydl8.5 ⭐ 49
An algorithm for learning optimal decision trees, with Python interface
dependent packages 1total releases 9latest release January 29, 2023most recent commit a year agopypi pydl8.5} 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 10 months agopypi linear-tree} Downloads
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