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The Top 23 Xgboost Lightgbm Open Source Projects

Open source projects categorized as Xgboost Lightgbm
Categories > Machine Learning > Lightgbm
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
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
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
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
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
total releases 16most recent commit 3 years ago
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32most recent commit 3 months agopypi mlforecast} Downloads
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
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 35most recent commit 2 years ago
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 15 days agopypi mlserver} Downloads
Ai_competitions ⭐ 539
AI比赛相关信息汇总
most recent commit a year ago
Daily Deeplearning ⭐ 532
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
most recent commit 3 months ago
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197most recent commit 14 days agopypi neptune-client} Downloads
Shap Hypetune ⭐ 496
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
dependent packages 1total releases 9most recent commit 6 months agopypi shap-hypetune} Downloads
Fasttreeshap ⭐ 485
Fast SHAP value computation for interpreting tree-based models
dependent packages 2total releases 7most recent commit 10 months agopypi fasttreeshap} Downloads
Open Solution Home Credit ⭐ 444
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 2 years ago
Leaves ⭐ 375
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
dependent packages 1total releases 2most recent commit 9 months ago
The 10 Most Depended On Xgboost 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 14 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 15 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 5 years agopypi auto_ml} 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
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
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
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
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
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
The 10 Latest Releases In Xgboost Lightgbm Open Source Projects
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 14 days agopypi neptune-client} 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
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
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 15 days agopypi mlserver} 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
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
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 35latest release September 25, 2022most recent commit 2 years ago
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