Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Machine Learning Gradient Boosting Open Source Projects

Open source projects categorized as Machine Learning Gradient Boosting
Categories > Machine Learning > Gradient Boosting
Categories > Machine Learning > Machine Learning
Shap ⭐ 21,595
A game theoretic approach to explain the output of any machine learning model.
dependent packages 373total releases 100most recent commit 4 days agopypi shap} Downloads
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 20 days agopypi lightgbm} Downloads
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi TPOT} 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
Interpret ⭐ 5,992
Fit interpretable models. Explain blackbox machine learning.
dependent packages 28total releases 45most recent commit 3 days agopypi interpret} 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
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27most recent commit 3 months agopypi ngboost} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years 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
Hyperband ⭐ 515
Tuning hyperparams fast with Hyperband
most recent commit 6 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
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
Emotion Recognition Using Speech ⭐ 392
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit a year 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
Lleaves ⭐ 279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 11most recent commit 4 months ago
Handson Ml ⭐ 277
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
most recent commit 4 years ago
Infiniteboost ⭐ 177
InfiniteBoost: building infinite ensembles with gradient descent
most recent commit 6 years ago
Evotrees.jl ⭐ 168
Boosted trees in Julia
most recent commit 5 months ago
Pyramid ⭐ 162
Open source Machine Learning library written in Java
most recent commit 4 years ago
Tpot2 ⭐ 118
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
total releases 4most recent commit 4 months ago
The 10 Most Depended On Machine Learning Gradient Boosting Open Source Projects
Shap ⭐ 21,595
A game theoretic approach to explain the output of any machine learning model.
dependent packages 373total releases 100latest release December 07, 2023most recent commit 4 days agopypi shap} Downloads
Interpret ⭐ 5,992
Fit interpretable models. Explain blackbox machine learning.
dependent packages 28total releases 45latest release August 26, 2023most recent commit 3 days agopypi interpret} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27latest release November 01, 2023most recent commit 3 months agopypi ngboost} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} 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
Boomer ⭐ 17
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
dependent packages 2total releases 6latest release April 11, 2022most recent commit 4 months agopypi mlrl-common} Downloads
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15latest release August 01, 2022most recent commit a year agopypi treeplot} Downloads
The 10 Latest Releases In Machine Learning Gradient Boosting Open Source Projects
Shap ⭐ 21,595
A game theoretic approach to explain the output of any machine learning model.
dependent packages 373total releases 100latest release December 07, 2023most recent commit 4 days agopypi shap} Downloads
Miniboosts ⭐ 25
A collection of boosting algorithms written in Rust 🦀
total releases 7latest release December 04, 2023most recent commit 3 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
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
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
Ngboost ⭐ 1,543
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 14total releases 27latest release November 01, 2023most recent commit 3 months agopypi ngboost} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.