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The Top 23 Lightgbm Open Source Projects

Open source projects categorized as Lightgbm
Categories > Machine Learning > Lightgbm
Lightgbm ⭐ 14,996
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 365total releases 29most recent commit 21 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 a year ago
Synapseml ⭐ 4,280
Simple and Distributed Machine Learning
dependent packages 1total releases 5most recent commit a day agopypi synapseml} Downloads
Dmtk ⭐ 2,748
Microsoft Distributed Machine Learning Toolkit
most recent commit 5 years ago
Mljar Supervised ⭐ 2,604
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 77most recent commit 4 days agopypi mljar-supervised} Downloads
Mars ⭐ 2,592
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 115most recent commit 5 days agopypi pymars} Downloads
Eli5 ⭐ 2,581
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit a year ago
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a month ago
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 3 months agopypi m2cgen} Downloads
Awesome Decision Tree Papers ⭐ 2,133
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 4 years agopypi auto_ml} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 2 months ago
Lambda Packs ⭐ 1,080
Precompiled packages for AWS Lambda
most recent commit 6 months ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
total releases 2most recent commit 8 months ago
Alphapy ⭐ 894
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit a month ago
Awesome Gradient Boosting Papers ⭐ 841
A curated list of gradient boosting research papers with implementations.
most recent commit 4 months ago
R ⭐ 690
Collection of various algorithms implemented in R.
most recent commit 5 days ago
Lightgbm Doc Zh ⭐ 675
LightGBM 中文文档
total releases 1most recent commit 2 years ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
dependent packages 1total releases 16most recent commit 2 years agopypi hyperparameter-hunter} Downloads
Eps ⭐ 601
Machine learning for Ruby
total releases 14most recent commit 5 months ago
Openscoring ⭐ 565
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
dependent packages 1total releases 34most recent commit 8 months ago
Ai_competitions ⭐ 539
AI比赛相关信息汇总
most recent commit 4 months ago
Eland ⭐ 522
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 24most recent commit 3 days agopypi eland} Downloads
The 10 Most Depended On Lightgbm Open Source Projects
Neptune Client ⭐ 392
:ledger: Experiment tracking tool and model registry
dependent packages 22total releases 142latest release July 01, 2022most recent commit 4 days agopypi neptune-client} Downloads
Mlserver ⭐ 410
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
dependent packages 14total releases 52latest release June 15, 2022most recent commit 2 days agopypi mlserver} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 4 years agopypi auto_ml} Downloads
Nyoka ⭐ 174
Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).
dependent packages 3total releases 41latest release September 20, 2022most recent commit 2 months agopypi nyoka} Downloads
Eland ⭐ 522
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 24latest release May 11, 2022most recent commit 3 days agopypi eland} Downloads
Synapseml ⭐ 4,280
Simple and Distributed Machine Learning
dependent packages 1total releases 5latest release January 12, 2022most recent commit a day agopypi synapseml} Downloads
Fasttreeshap ⭐ 427
Fast SHAP value computation for interpreting tree-based models
dependent packages 1total releases 3latest release May 20, 2022most recent commit 6 days agopypi fasttreeshap} Downloads
The 10 Latest Releases In Lightgbm Open Source Projects
Arfs ⭐ 56
All Relevant Feature Selection
total releases 30latest release January 11, 2023most recent commit 3 days ago
Nyoka ⭐ 174
Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).
dependent packages 3total releases 41latest release September 20, 2022most recent commit 2 months agopypi nyoka} Downloads
Jpmml Lightgbm ⭐ 158
Java library and command-line application for converting LightGBM models to PMML
dependent packages 1total releases 49latest release August 31, 2022most recent commit 2 months ago
Lleaves ⭐ 212
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 9latest release July 10, 2022most recent commit 18 days ago
Neptune Client ⭐ 392
:ledger: Experiment tracking tool and model registry
dependent packages 22total releases 142latest release July 01, 2022most recent commit 4 days agopypi neptune-client} Downloads
Mlserver ⭐ 410
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
dependent packages 14total releases 52latest release June 15, 2022most recent commit 2 days agopypi mlserver} Downloads
Hypergbm ⭐ 268
A full pipeline AutoML tool for tabular data
total releases 6latest release May 31, 2022most recent commit 10 days ago
Fasttreeshap ⭐ 427
Fast SHAP value computation for interpreting tree-based models
dependent packages 1total releases 3latest release May 20, 2022most recent commit 6 days agopypi fasttreeshap} Downloads
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