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The Top 251 Gbdt Open Source Projects

Xgboost ⭐ 22,751
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
dependent packages 544total releases 64most recent commit 9 hours agopypi xgboost} Downloads
Lightgbm ⭐ 13,829
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 17 hours agopypi lightgbm} Downloads
Ml Nlp ⭐ 10,874
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
most recent commit 5 months ago
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit 4 months ago
Catboost ⭐ 6,528
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 8 hours ago
Tensorflow_practice ⭐ 4,063
tensorflow实战练习，包括强化学习、推荐系统、nlp等
most recent commit 2 years ago
Dmtk ⭐ 2,761
Microsoft Distributed Machine Learning Toolkit
most recent commit 4 years ago
Reflection_summary ⭐ 1,379
算法理论基础知识应知应会
most recent commit a year ago
Recsys ⭐ 815
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
most recent commit 2 years ago
Ai Recommendersystem ⭐ 626
该仓库尝试整理推荐系统领域的一些经典算法模型
most recent commit a month ago
Sklearn2pmml ⭐ 591
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 5total releases 98most recent commit 13 days agopypi sklearn2pmml} Downloads
Textmatch ⭐ 590
QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（
most recent commit 9 months ago
Thundergbm ⭐ 587
ThunderGBM: Fast GBDTs and Random Forests on GPUs
total releases 24most recent commit a year ago
Machine_learning_resources ⭐ 571
🐟🐟🐟 机器学习面试复习资源
most recent commit 6 months ago
Ml Note ⭐ 527
📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
most recent commit 2 years ago
Jpmml Sklearn ⭐ 479
Java library and command-line application for converting Scikit-Learn pipelines to PMML
total releases 120most recent commit 13 days ago
Hector ⭐ 457
Golang machine learning lib
most recent commit 6 years ago
Ml_cia ⭐ 428
公众号: 机器学习荐货情报局 所有代码
most recent commit 3 years ago
Deepgbm ⭐ 424
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
most recent commit 2 years ago
Daily Deeplearning ⭐ 411
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
most recent commit 10 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 3 years ago
Wormhole ⭐ 334
Deprecated
most recent commit 5 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 5 days ago
Ytk Learn ⭐ 321
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
total releases 3most recent commit 3 years ago
Tab Transformer Pytorch ⭐ 263
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 13most recent commit 2 months ago
Mldemo ⭐ 259
This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.
most recent commit 3 years ago
Gbdt ⭐ 253
Gradient boosting decision trees.
total releases 7most recent commit 3 years ago
Lightgbm Gbdt Lr ⭐ 242
a python code of applying GBDT+LR for CTR prediction
most recent commit 4 years ago
Shifu ⭐ 219
An end-to-end machine learning and data mining framework on Hadoop
dependent packages 2total releases 9most recent commit 5 months ago
Ijcai17_tianchi_rank4 ⭐ 197
most recent commit 5 years ago
Ml From Scratch ⭐ 197
机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。
most recent commit 3 years ago
Tencent Contest ⭐ 177
most recent commit 4 years ago
Gbdt Rs ⭐ 175
MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone
total releases 2most recent commit 3 months ago
Tensorflow_practice ⭐ 168
推荐系统/计算广告相关仓库，个人博客https://jesse-csj.github.io/
most recent commit a year ago
Jpmml Lightgbm ⭐ 146
Java library and command-line application for converting LightGBM models to PMML
dependent packages 1total releases 48most recent commit 3 months ago
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 2 years ago
Video Classification Action Recognition ⭐ 135
some famous works and new content to be added
most recent commit 5 years ago
Tianchi Wifi Positioning ⭐ 133
1st place solution for the Tianchi wifi positioning competition
most recent commit a year ago
Jpmml Xgboost ⭐ 107
Java library and command-line application for converting XGBoost models to PMML
dependent packages 3total releases 55most recent commit 18 days ago
Gbdt Pl ⭐ 98
Gradient Boosting With Piece-Wise Linear Trees
most recent commit 3 years ago
Sw_machine_learning ⭐ 95
machine learning
most recent commit 3 years ago
Ijcai_cup_2017 ⭐ 90
IJCAI-17 口碑商家客流量预测
most recent commit 5 years ago
Kaggledays 2019 Gbdt ⭐ 90
Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop
most recent commit 5 months ago
Ai Paper Drawer ⭐ 88
人工智能论文关键点集结。This project aims to collect key points of AI papers.
most recent commit 10 months ago
Gbdt ⭐ 87
most recent commit 3 years ago
Gbdt Lr ⭐ 83
gbdt+lr
most recent commit 3 years ago
Black Swan ⭐ 77
KDD CUP 2017
most recent commit 5 years ago
Mystars ⭐ 71
很棒的列表，主要是机器学习、深度学习、NLP、GNN、推荐系统、生物医药、机器视觉等内容。持续更新！
most recent commit a day ago
Lightgbm_predict4j ⭐ 70
A java implementation of LightGBM predicting part
most recent commit 10 months ago
Spark Gbtlr ⭐ 68
Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark
most recent commit 3 years ago
Sort Algorithm ⭐ 65
数据结构、机器学习、常用算法、经典案例、排序、加密算法
most recent commit 4 years ago
Mgbdt ⭐ 62
This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .
most recent commit 4 years ago
Jlboost.jl ⭐ 61
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
most recent commit a year ago
Alpha Zero Boosted ⭐ 60
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
most recent commit 2 years ago
Ctr Criteo ⭐ 54
kaggle 2014 criteo ctr竞赛方案整理 https://www.kaggle.com/c/criteo-display-ad-challen
most recent commit 4 years ago
Quantumforest ⭐ 53
Fast Differentiable Forest lib with the advantages of both decision trees and neural networks
most recent commit 6 months ago
Machine_learning_code ⭐ 52
《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/catBoost/F
most recent commit 2 years ago
Machinelearning ⭐ 51
Implement Machine learning algorithm by myself using Python 3.6
most recent commit a year ago
Wechat Zhihu Csdnblog Code ⭐ 50
WeChat Official Accounts, zhihu and CSDN'blog code
most recent commit 2 years ago
Fast_retraining ⭐ 50
Show how to perform fast retraining with LightGBM in different business cases
most recent commit 3 years ago
Lightgbm Gpu ⭐ 48
Development Repository for GPU-accelerated GBDT training
most recent commit 5 years ago
Recosys ⭐ 48
Recommend system learning resources and learning notes
most recent commit 25 days ago
Ai_explore ⭐ 47
机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现
most recent commit 6 months ago
Kdd_cup_2020_debiasing_rush ⭐ 44
Solution to the Debiasing Track of KDD CUP 2020
most recent commit 2 years ago
Robusttrees ⭐ 43
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
most recent commit 2 years ago
Gradient Boosted Decision Tree ⭐ 41
GBDT (Gradient Boosted Decision Tree: 勾配ブースティング) のpythonによる実装
most recent commit a year ago
Litemort ⭐ 36
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
most recent commit 2 years ago
Ktboost ⭐ 36
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
most recent commit 6 months ago
Machinelearningnote ⭐ 33
用python实现机器学习各种经典算法
most recent commit 2 days ago
Recommand Algorithme ⭐ 31
推荐算法实战(Recommend algorithm)
most recent commit 7 months ago
Gbdt ⭐ 29
GBDT:Gradient Boosting Decision Tree implemented by golang
most recent commit 7 years ago
Machine Learning Interview ⭐ 27
算法工程师-机器学习面试题总结
most recent commit 3 years ago
Tencent Competition Conversion Rate Estimation ⭐ 26
【腾讯社交广告算法大赛_决赛排名35】以移动app广告为研究对象，根据给定广告、用户和上下文情况信息
most recent commit 5 years ago
Xgboost Node ⭐ 25
Run XGBoost model and make predictions in Node.js
most recent commit 5 years ago
Ad Preditor ⭐ 24
7th in a competition organised by ICT
most recent commit 6 years ago
Kdd Cup 2017 ⭐ 23
KDD CUP 2017 Highway Tollgates Traffic Flow Prediction(Traffic Volume Prediction)
most recent commit 5 years ago
Bonsai Dt ⭐ 23
Programmable Decision Tree Framework
most recent commit 3 years ago
Xgboost.hs ⭐ 23
A Haskell wrapper for xgboost
most recent commit 5 years ago
Gbdtmo ⭐ 22
Gradient boosted decision trees for multiple outputs. Better generalization ability, faster training and inference.
most recent commit 6 months ago
Gbdt Nas ⭐ 22
GBDT-NAS
most recent commit 8 months ago
Tencent_social_advertising_algorithm_competition ⭐ 21
第一届腾讯社交广告高校算法大赛Tencent_2017_contest
most recent commit 4 years ago
Gbdt Fm ⭐ 21
An implementation of GBDT+FM
most recent commit 5 years ago
Parallel Gbdt ⭐ 21
Parallel Gradient Boosting Decision Trees
most recent commit 6 years ago
Machine_learing_algo_python ⭐ 21
implement the machine learning algorithms by python for studying
most recent commit 3 years ago
Rec_system ⭐ 21
推荐系统，内含主流模型，不定期更新模型
most recent commit 3 years ago
Stackgbm ⭐ 21
🌳 Stacked Gradient Boosting Machines
most recent commit 5 months ago
Simple_ml ⭐ 20
A simple machine learning algorithm implementation
most recent commit a year ago
Deeplearning_machinelearning_q.a. ⭐ 20
根据别人和自己在机器学习岗、深度学习岗的面试问题以及答案总结
most recent commit 3 years ago
Gbdt ⭐ 19
gdbt implement by scikit-learn
most recent commit 5 years ago
Spammessage ⭐ 19
一个垃圾短信识别系统
most recent commit 4 years ago
2018_diantou_photovoltaicpowerstation ⭐ 19
2018光伏发电预测比赛，结果a榜22/801 ，b榜44/801
most recent commit 4 years ago
Tidibei ⭐ 17
基于机器学习方法构建多因子选股模型：RandomForest, GBDT, Adaboots, xgboost，MLP, Linear Model, LSTM
most recent commit 2 years ago
Music Recommendation System ⭐ 16
KKBox's Music Recommendation Challenge on Kaggle.
most recent commit 2 years ago
Magic Nlper ⭐ 16
关于机器学习，深度学习，自然语言处理等各种算法的实现、示例，与博客文章配套，论文复现等
most recent commit a year ago
Knowledge Driven Dialogue Lic2019 ⭐ 16
2019 语言与智能技术竞赛-知识驱动对话 B榜第5名源码和模型
most recent commit 2 years ago
Chinese Article Classification Based On Own Corpus Via Textcnn And Gbdt ⭐ 16
中文文本分类，包含了语料库的基本处理，Wiki_zh的处理等
most recent commit 4 years ago
Gbdt ⭐ 16
A GBDT(MART) and LambdaMART training and predicting package
most recent commit 7 years ago
Tianchi_faq ⭐ 14
most recent commit 6 years ago
Gbdt Algos Performance Tests ⭐ 13
most recent commit 2 years ago
Treeverification ⭐ 13
[NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)
most recent commit 3 years ago
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