Awesome Open Source
Awesome Open Source
Combined Topics
gradient-boosting x

The Top 225 Gradient Boosting Open Source Projects

Categories > Machine Learning > Gradient Boosting
Shap ⭐ 17,074
A game theoretic approach to explain the output of any machine learning model.
dependent packages 207total releases 95most recent commit 14 days agopypi shap} Downloads
Lightgbm ⭐ 14,062
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 352total releases 29most recent commit 7 hours agopypi lightgbm} Downloads
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most recent commit 7 months ago
Tpot ⭐ 8,659
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 18total releases 60most recent commit 19 days agopypi TPOT} Downloads
Catboost ⭐ 6,689
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 5total releases 59most recent commit a day ago
Interpret ⭐ 4,897
Fit interpretable models. Explain blackbox machine learning.
dependent packages 15total releases 37most recent commit 20 hours agopypi interpret} Downloads
Awesome Decision Tree Papers ⭐ 1,983
A collection of research papers on decision, classification and regression trees with implementations.
most recent commit 2 months ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Ngboost ⭐ 1,271
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 5total releases 23most recent commit a month agopypi ngboost} Downloads
Awesome Fraud Detection Papers ⭐ 1,129
A curated list of data mining papers about fraud detection.
most recent commit 2 months ago
Awesome Gradient Boosting Papers ⭐ 796
A curated list of gradient boosting research papers with implementations.
most recent commit 2 months ago
Ensemble Pytorch ⭐ 620
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
total releases 8most recent commit 13 days ago
Hyperband ⭐ 515
Tuning hyperparams fast with Hyperband
most recent commit 4 years ago
Decision Forests ⭐ 489
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 20 hours agopypi tensorflow-decision-forests} Downloads
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 3 years ago
Chefboost ⭐ 330
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
total releases 17most recent commit 3 months ago
Drishti ⭐ 304
Real time eye tracking for embedded and mobile devices.
most recent commit 3 years ago
Handson Ml ⭐ 277
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
most recent commit 2 years ago
Emotion Recognition Using Speech ⭐ 271
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit 5 months ago
Ensemble Pytorch ⭐ 195
A unified ensemble framework for PyTorch to easily improve the performance and robustness of your deep learning model.
most recent commit a year ago
Yggdrasil Decision Forests ⭐ 190
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.
most recent commit a day ago
Infiniteboost ⭐ 177
InfiniteBoost: building infinite ensembles with gradient descent
most recent commit 4 years ago
Pyramid ⭐ 162
Open source Machine Learning library written in Java
most recent commit 2 years ago
Lleaves ⭐ 160
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 9most recent commit 8 days ago
Gradient_boosting_tensorflow_xgboost ⭐ 119
Benchmarking Gradient Boosting in TensorFlow and XGBoost
most recent commit 4 years ago
Evotrees.jl ⭐ 102
Boosted trees in Julia
most recent commit 15 hours ago
Gbdt ⭐ 92
most recent commit 2 months ago
Autogbt Alt ⭐ 73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
most recent commit 3 years ago
Arboretum ⭐ 63
Gradient Boosting powered by GPU(NVIDIA CUDA)
dependent packages 1total releases 15most recent commit 2 years agopypi arboretum} Downloads
Agtboost ⭐ 62
Adaptive and automatic gradient boosting computations.
most recent commit 6 months ago
Online Multiclass Lpboost ⭐ 60
Online Multi-Class LPBoost and Gradient Boosting
most recent commit 8 years ago
Influence_boosting ⭐ 43
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
most recent commit 4 years ago
Litemort ⭐ 36
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
total releases 4most recent commit 2 years ago
Housing ⭐ 34
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
total releases 6most recent commit 4 months ago
Machine Learning Approach For Malware Detection ⭐ 34
A Machine Learning approach for classifying a file as Malicious or Legitimate
most recent commit 6 years ago
Boostedfactorization ⭐ 29
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 5 months ago
Decision Trees For Ml ⭐ 27
Building Decision Trees From Scratch In Python
most recent commit 3 years ago
Arboreto ⭐ 27
A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.
most recent commit 2 years ago
Yandexcatboost Python Demo ⭐ 26
Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset
most recent commit 3 years ago
Cryptocurrency_investment_analysis_and_modeling ⭐ 23
Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
most recent commit 4 years ago
Stackgbm ⭐ 21
🌳 Stacked Gradient Boosting Machines
most recent commit 8 months ago
Reviewduk ⭐ 19
Korean Sentiment Analyzer in Morphologically Rich Languages
most recent commit 7 years ago
Tigerlily ⭐ 19
TigerLily: Finding drug interactions in silico with the Graph.
most recent commit 4 months ago
Ml Prediction Lol ⭐ 18
In this project I implemented two machine learning algorithms to predicts the outcome of a League of Legends game.
most recent commit 6 months ago
Gradientboost.jl ⭐ 17
Gradient boosting framework for Julia.
most recent commit 3 years ago
Whale Sound Classification ⭐ 16
Whale sound detection using spectrograms, template matching and gradient boosting
most recent commit 6 years ago
Apartment Interest Prediction ⭐ 15
Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
most recent commit 5 years ago
Structureboost ⭐ 14
Gradient boosting using categorical structure
most recent commit 2 months ago
Tsforest ⭐ 13
Time series forecasting based on tree ensembles learning
most recent commit 2 years ago
Cheapml ⭐ 12
Machine Learning algorithms coded from scratch
most recent commit 2 years ago
Starboost ⭐ 11
⭐️🚀 Gradient boosting on steroids
most recent commit 4 years ago
Eql Gradient Boosted ⭐ 11
Gradient-boosted equivalent sources method for interpolating very large gravity and magnetic datasets
most recent commit 8 months ago
Working Women ⭐ 11
Code for the paper 'Working Women and Caste in India' (ICLR 2019 AI for Social Good Workshop)
most recent commit 3 years ago
Dgbm ⭐ 10
Distributional Gradient Boosting Machines
most recent commit 2 months ago
Kaggle_avito_demand ⭐ 9
24th place solution of Avitos demand prediction challenge hosted on kaggle.com
most recent commit 4 years ago
Grnboost ⭐ 9
Scalable inference of gene regulatory networks using Apache Spark and XGBoost
most recent commit 5 years ago
Ventilator Pressure Prediction ⭐ 9
🥉171st place in Google brain solution🥉
most recent commit 24 days ago
Stata Pyforest ⭐ 9
Random forests in Stata (with Python and scikit-learn)
most recent commit 2 years ago
Simple Gradient Boosting ⭐ 8
Very simple and short implementation of gradient boosting in 18 lines of code
most recent commit 2 years ago
Awesome Gradient Boosting ⭐ 8
A curated list of Gradient Boosting resources for Data Scientists
most recent commit 4 years ago
H2o Ai 101 ⭐ 8
This repository covers h2o ai based implementations
most recent commit 3 years ago
Lightgbmdotnet ⭐ 8
A .NET wrapper for the LightGBM machine learning library
most recent commit 4 years ago
Wideboost ⭐ 8
Wrappers to implement wide boosting using popular boosting frameworks
total releases 7most recent commit 2 years ago
Income Prediction Machine Learning ⭐ 7
In this project, I employ several supervised algorithms to accurately predict an individual income using data collected from the 1994 U.S. Census. We implement various testing procecures to choose the best candidate algorithm from preliminary results and further optimize this algorithm to best model the data.
most recent commit 4 months ago
Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder ⭐ 7
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
most recent commit 3 years ago
Av_ultimate_student_hunt ⭐ 7
Solution for the Ultimate Student Hunt Challenge (1st place).
most recent commit 5 months ago
Boomer ⭐ 7
A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules
dependent packages 2total releases 5most recent commit 8 days agopypi mlrl-common} Downloads
Cookie Cutter ⭐ 7
Web app providing personalized portion control using calorie prediction
most recent commit 2 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
most recent commit 6 months ago
Autoxgboostmc ⭐ 6
Multi-criteria Automatic Gradient Boosting
most recent commit 3 years ago
Movie Recommendation Engines ⭐ 6
Writing recommendation systems for movies, and performing data analysis on movie datasets to gain valuable insights.
most recent commit a year ago
Eccv22 Foster ⭐ 6
The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.
most recent commit a month ago
Youtube Adview Prediction ⭐ 6
A Machine Learning project for Machine Learning Internship offered by InternshipStudio.
most recent commit a year ago
Handson Gb ⭐ 6
XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅
most recent commit 3 months ago
Pubg Finish Placement Prediction ⭐ 5
Solution for Kaggle Competition: PUBG Finish Placement Prediction
most recent commit 4 years ago
Airbnkey ⭐ 5
This capstone project aims to utilize machine learning to predict the earning power of a room rented out on Airbnb.
most recent commit 5 years ago
Gbnn ⭐ 5
Gradient Boosted Neural Network
most recent commit 2 months ago
Kagglerossmannchallenge ⭐ 5
The slides of our Budapest Data Projects Meetup talk from 25th Febr
most recent commit 6 years ago
Machine Learning For Survival Ecml2020 ⭐ 5
Code repository for "A General Machine Learning Framework for Survival Analysis" published at ECML 2020
most recent commit 2 years ago
Kaggle Housing Prices ⭐ 5
Predict sales prices and practice feature engineering, RFs, and gradient boosting
most recent commit 5 years ago
Kaggle Bike Sharing Demand ⭐ 5
simple solution based on Gradient Boost and Random Forest, rank 24/3251 (top 1%) within 60 lines of python code
most recent commit 3 years ago
Scikit Physlearn ⭐ 5
A machine learning library for regression, which implements a new formulation of gradient boosting.
total releases 9most recent commit 9 months ago
Large Scale Text Classification ⭐ 5
Large Scale benchmarking of state of the art text vectorizers
most recent commit 7 months ago
Predicting Condominium Price Using Data From Webscraping ⭐ 5
Scrape Bangkok condominium listing from hipflat.com and compare ML performance
most recent commit 3 years ago
Ratioclothing Project ⭐ 4
My work for my Galvanize capstone project where I helped a local clothing company optimize its algorithm to make the perfect fitting shirt.
most recent commit 7 years ago
Guessb ⭐ 4
Webapp para classificar comentários (positivos, negativos e neutros) advindos do Facebook usando Natural Language Toolkit (NLTK) + Django e Bootstrap na interface Web.
most recent commit a year ago
Binary Rare Events Classifier ⭐ 4
A basic binary classification class that uses sampling techniques in order to deal with rare events (e.g. 10% or less).
most recent commit 4 years ago
Pushingtrees ⭐ 4
Tutorial of classification and regression trees, and an overview of boosting from scratch
most recent commit 5 years ago
Ecgn ⭐ 4
MSc dissertation. Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.
most recent commit 5 months ago
Stock Market Prediction ⭐ 3
Stock Market Prediction on High-Frequency Data Using soft computing based AI models
most recent commit 2 years ago
Gb Gnn ⭐ 3
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks
most recent commit 2 years ago
Nestedhyperboost ⭐ 3
Nested Cross-Validation for Bayesian Optimized Gradient Boosting
most recent commit 2 years ago
Deeptabular ⭐ 3
most recent commit 2 years ago
Treeplot ⭐ 3
Plot tree based machine learning models
most recent commit 16 days ago
Treeck ⭐ 3
Verify properties of additive tree ensembles.
most recent commit 2 years ago
Malware Detection Mini Project ⭐ 3
Machine Learning to classify executable file as Is it Malicious or Legitimate
most recent commit 3 years ago
Sparkify Predicting Customer Churn ⭐ 3
Predicting customer churn using Spark
most recent commit 3 years ago
Heart Disease Detection ⭐ 3
Machine learning model to detect heart attack. Various techinques applied data cleaning, visualization, and modeling
most recent commit 3 years ago
Surfy2 ⭐ 3
This repository constitutes SURFY2 and corresponds to the bioRxiv preprint 'Updating the in silico human surfaceome with meta-ensemble learning and feature engineering' by Daniel Bojar. SURFY2 is a machine learning classifier to predict whether a human transmembrane protein is located at the surface of a cell (the plasma membrane) or in one of the intracellular membranes based on the sequence characteristics of the protein. Making use of the data described in the recent publication from Bausch-F
most recent commit 4 years ago
Investment Portfolio Validation Analysis For Post Trade Financial Services Firm ⭐ 3
Stock Market Behavior Analysis and Forecasting of prices to better understand the seemingly arbitrary nature of stock movements, using Deep Learning, Natural Language Processing, and other Data modeling techniques.
most recent commit 2 years ago
1-100 of 225 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,075,498)
Python  (822,999)
Java  (392,633)
Php  (287,834)
Typescript  (256,558)
C Plus Plus  (242,387)
Ruby  (222,199)
C  (183,944)
Shell  (173,475)
C Sharp  (166,775)
Golang  (161,056)
Swift  (65,974)
Rust  (59,742)
R  (58,838)
Objective C  (57,096)
Dart  (54,358)
Kotlin  (47,839)
Lua  (34,766)
Matlab  (31,457)
Perl  (30,579)
Language  (29,988)
Scala  (28,789)
Haskell  (20,507)
Powershell  (19,320)
Clojure  (19,193)
Bash  (18,792)
Coffeescript  (17,253)
Elixir  (16,804)
Assembly  (14,792)
Processing  (13,287)
Julia  (13,043)
Basic  (10,715)
Flow  (10,533)
Emacs Lisp  (10,478)
Erlang  (9,064)
Groovy  (8,464)
Solidity  (8,429)
Scheme  (8,416)
Ocaml  (6,751)
Pascal  (6,490)
Hack  (6,442)
Lisp  (6,338)
Fortran  (5,599)
Elm  (5,476)
Common Lisp  (5,328)
Dlang  (4,749)
Shell Script  (4,691)
Python Library  (4,469)
Crystal  (4,398)
Scripting  (4,218)
Top Projects
Freecodecamp ⭐ 351,419
996.icu ⭐ 263,365
Free Programming Books ⭐ 244,883
Coding Interview University ⭐ 229,270
Awesome ⭐ 214,149
Developer Roadmap ⭐ 206,515
Public Apis ⭐ 205,440
Vue ⭐ 198,670
React ⭐ 193,290
System Design Primer ⭐ 191,492
Tensorflow ⭐ 167,144
Build Your Own X ⭐ 161,431
Bootstrap ⭐ 159,016
You Dont Know Js ⭐ 157,541
Cs Notes ⭐ 155,369
Ohmyzsh ⭐ 148,894
Javascript Algorithms ⭐ 147,967
Flutter ⭐ 143,647
Python ⭐ 142,183
Awesome Python ⭐ 137,284
Gitignore ⭐ 137,038
Linux ⭐ 136,348
Vscode ⭐ 135,414
Javaguide ⭐ 126,279
Javascript ⭐ 125,450
Python 100 Days ⭐ 122,176
Computer Science ⭐ 121,209
Youtube Dl ⭐ 112,353
The Art Of Command Line ⭐ 108,745
Fucking Algorithm ⭐ 108,035
React Native ⭐ 104,302
Electron ⭐ 103,120
Go ⭐ 102,827
D3 ⭐ 101,796
30 Seconds Of Code ⭐ 100,507
Awesome Selfhosted ⭐ 98,825
Create React App ⭐ 96,479
Axios ⭐ 95,139
Free Programming Books Zh_cn ⭐ 94,901
Kubernetes ⭐ 91,182
Next.js ⭐ 91,139
Node ⭐ 89,531
Awesome Go ⭐ 85,911
Terminal ⭐ 84,698
Deno ⭐ 84,637
Three.js ⭐ 84,427
Typescript ⭐ 83,254
Angular ⭐ 83,247
Ant Design ⭐ 81,449
Material Ui ⭐ 80,496
Privacy | About | Terms | Follow Us On Twitter

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

Copyright 2018-2022 Awesome Open Source.  All rights reserved.