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The Top 33 Decision Trees Open Source Projects

Categories > Machine Learning > Decision Trees
Lightgbm ⭐ 12,763
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.
Catboost ⭐ 5,970
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.
Machine Learning With Python ⭐ 3,107
Python code for common Machine Learning Algorithms
Orange3 ⭐ 2,810
🍊 📊 💡 Orange: Interactive data analysis
Machine Learning With Python ⭐ 1,993
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Dat8 ⭐ 1,501
General Assembly's 2015 Data Science course in Washington, DC
Text_classification ⭐ 1,381
Text Classification Algorithms: A Survey
Data Science Complete Tutorial ⭐ 1,084
For extensive instructor led learning
Neural Backed Decision Trees ⭐ 462
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Rgf ⭐ 348
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.
Sharplearning ⭐ 299
Machine learning for C# .Net
Decision Forests ⭐ 299
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
Leaves ⭐ 289
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
2018 Machinelearning Lectures Esa ⭐ 287
Machine Learning Lectures at the European Space Agency (ESA) in 2018
Fuku Ml ⭐ 281
Simple machine learning library / 簡單易用的機器學習套件
Chefboost ⭐ 262
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python
Machine Learning Is All You Need ⭐ 209
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Machine Learning Models ⭐ 170
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
Machine_learning ⭐ 169
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
Machine Learning In R ⭐ 159
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
Network Intrusion Detection ⭐ 136
Machine Learning with the NSL-KDD dataset for Network Intrusion Detection
Ai_all_resources ⭐ 135
A curated list of Best Artificial Intelligence Resources
Rubi ⭐ 130
Rubi for Mathematica
Mlwithpytorch ⭐ 92
Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch
Quran Tajweed ⭐ 85
Tajweed annotation for the Qur'an
Yggdrasil Decision Forests ⭐ 80
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.
Predicting_real_estate_prices_using_scikit Learn ⭐ 79
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
Explore ⭐ 75
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
Sporf ⭐ 73
This is the implementation of Sparse Projection Oblique Randomer Forest
Silverdecisions ⭐ 69
Software for creating and analyzing decision trees.
C4.5 ⭐ 61
A python implementation of C4.5 algorithm by R. Quinlan
Treeheatr ⭐ 45
Heatmap-integrated Decision Tree Visualizations
The Deep Learning With Keras Workshop ⭐ 34
An Interactive Approach to Understanding Deep Learning with Keras
1-33 of 33 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210