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The Top 23 Python Lightgbm Open Source Projects

Open source projects categorized as Python Lightgbm
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 21 days agopypi lightgbm} Downloads
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
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
Lambda Packs ⭐ 1,100
Precompiled packages for AWS Lambda
most recent commit 6 months 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
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
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
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
Open Solution Home Credit ⭐ 444
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 2 years ago
Deepgbm ⭐ 424
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
most recent commit 4 years ago
Open Solution Mapping Challenge ⭐ 363
Open solution to the Mapping Challenge 🌎
most recent commit 3 years ago
Hypergbm ⭐ 306
A full pipeline AutoML tool for tabular data
dependent packages 1total releases 17most recent commit 4 months agopypi hypergbm} Downloads
The 10 Most Depended On Python Lightgbm Open Source Projects
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
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
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
The 10 Latest Releases In Python 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
Arfs ⭐ 80
All Relevant Feature Selection
total releases 53latest release November 28, 2023most recent commit 5 months 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
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
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