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Machine Learning > Lightgbm

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Lightgbm ⭐ 16,056

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 a month ago

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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。

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Synapseml ⭐ 4,989

Simple and Distributed Machine Learning

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Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

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Microsoft Distributed Machine Learning Toolkit

most recent commit 6 years ago

A library for debugging/inspecting machine learning classifiers and explaining their predictions

total releases 11most recent commit 2 years ago

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dependent packages 1total releases 118most recent commit 5 months ago

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Forecasting ⭐ 2,540

Time Series Forecasting Best Practices & Examples

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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 3total releases 13most recent commit a year ago

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Awesome Decision Tree Papers ⭐ 2,266

A collection of research papers on decision, classification and regression trees with implementations.

most recent commit 5 months ago

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