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The Top 10 Lightgbm Open Source Projects
Open source projects categorized as Lightgbm
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microsoft/LightGBM
⭐
15,819
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
0
total releases
0
most recent commit
about 2 years ago
NLP-LOVE/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。
dependent packages
0
total releases
0
most recent commit
over 4 years ago
microsoft/SynapseML
⭐
4,914
Simple and Distributed Machine Learning
dependent packages
0
total releases
0
most recent commit
about 2 years ago
mljar/mljar-supervised
⭐
2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages
0
total releases
0
most recent commit
about 2 years ago
microsoft/DMTK
⭐
2,746
Microsoft Distributed Machine Learning Toolkit
dependent packages
0
total releases
0
most recent commit
over 7 years ago
TeamHG-Memex/eli5
⭐
2,695
A library for debugging/inspecting machine learning classifiers and explaining their predictions
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
mars-project/mars
⭐
2,664
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
microsoft/forecasting
⭐
2,540
Time Series Forecasting Best Practices & Examples
dependent packages
0
total releases
0
most recent commit
almost 3 years ago
BayesWitnesses/m2cgen
⭐
2,411
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
dependent packages
0
total releases
0
most recent commit
about 3 years ago
benedekrozemberczki/awesome-decision-tree-papers
⭐
2,266
A collection of research papers on decision, classification and regression trees with implementations.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
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