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The Top 11 Gbdt Open Source Projects
Categories
>
Machine Learning
>
Gbdt
Xgboost
⭐
21,120
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
Lightgbm
⭐
12,605
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
⭐
5,897
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.
Thundergbm
⭐
598
ThunderGBM: Fast GBDTs and Random Forests on GPUs
Gbdt_simple_tutorial
⭐
532
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GBDT。Gradient 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
Ytk Learn
⭐
342
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).
Shifu
⭐
208
An end-to-end machine learning and data mining framework on Hadoop
Chefboost
⭐
199
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
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
Gbdt
⭐
92
Lightgbm_predict4j
⭐
69
A java implementation of LightGBM predicting part
1-11 of 11 projects
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📦 78
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📦 28
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📦 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
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📦 27
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📦 72
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📦 72
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📦 58
Software Quality
📦 133
Text Editors
📦 49
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📦 136
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📦 330
User Interface Components
📦 514
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📦 30
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📦 71
Web Browsers
📦 42
Web Servers
📦 26
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📦 210
