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The Top 23 Machine Learning Lightgbm Open Source Projects

Open source projects categorized as Machine Learning Lightgbm
Categories > Machine Learning > Lightgbm
Categories > Machine Learning > Machine Learning
Lightgbm ⭐ 15,999
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 19 days 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 2 years ago
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12most recent commit 2 days ago
Mljar Supervised ⭐ 2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 84most recent commit 3 months agopypi mljar-supervised} Downloads
Dmtk ⭐ 2,745
Microsoft Distributed Machine Learning Toolkit
most recent commit 6 years ago
Eli5 ⭐ 2,695
A library for debugging/inspecting machine learning classifiers and explaining their predictions
total releases 11most recent commit 2 years ago
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 1total releases 118most recent commit 4 months agopypi pymars} Downloads
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a year 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 a year agopypi m2cgen} Downloads
Awesome Decision Tree Papers ⭐ 2,266
A collection of research papers on decision, classification and regression trees with implementations.
most recent commit 3 months ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
Xorbits ⭐ 946
Scalable Python DS & ML, in an API compatible & lightning fast way.
dependent packages 3total releases 25most recent commit 4 months agopypi xorbits} Downloads
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19most recent commit 3 months agopypi skforecast} Downloads
R ⭐ 745
Collection of various algorithms implemented in R.
most recent commit 5 months ago
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32most recent commit 3 months agopypi mlforecast} Downloads
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
total releases 16most recent commit 3 years ago
Eps ⭐ 631
Machine learning for Ruby
total releases 16most recent commit 4 months ago
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30most recent commit 3 months agopypi eland} Downloads
Mlserver ⭐ 562
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
dependent packages 22total releases 100most recent commit 16 days agopypi mlserver} Downloads
The 10 Most Depended On Machine Learning Lightgbm Open Source Projects
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 15 days agopypi neptune-client} Downloads
Mlserver ⭐ 562
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
dependent packages 22total releases 100latest release September 07, 2023most recent commit 16 days agopypi mlserver} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12latest release November 27, 2023most recent commit 2 days ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} Downloads
Nyoka ⭐ 179
Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).
dependent packages 5total releases 42latest release August 02, 2023most recent commit 9 months agopypi nyoka} Downloads
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30latest release November 22, 2023most recent commit 3 months agopypi eland} Downloads
Linora ⭐ 11
Simple and efficient tools for data science.
dependent packages 3total releases 45latest release August 04, 2023most recent commit 3 months agopypi linora} Downloads
The 10 Latest Releases In Machine Learning Lightgbm Open Source Projects
Lightgbmlss ⭐ 179
An extension of LightGBM to probabilistic modelling
total releases 3latest release January 19, 2024most recent commit 3 months ago
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32latest release December 07, 2023most recent commit 3 months agopypi mlforecast} Downloads
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 15 days agopypi neptune-client} Downloads
Arfs ⭐ 80
All Relevant Feature Selection
total releases 53latest release November 28, 2023most recent commit 5 months ago
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12latest release November 27, 2023most recent commit 2 days ago
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30latest release November 22, 2023most recent commit 3 months agopypi eland} Downloads
Xorbits ⭐ 946
Scalable Python DS & ML, in an API compatible & lightning fast way.
dependent packages 3total releases 25latest release November 21, 2023most recent commit 4 months agopypi xorbits} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
Lleaves ⭐ 279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 11latest release November 11, 2023most recent commit 4 months ago
Popular Machine Learning Categories
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