Python Lightgbm

Open-source Python projects categorized as Lightgbm
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Top 17 Python Lightgbm Projects

Lightgbm

  1. mljar-supervised

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

    Project mention: Show HN: Supertree – interactive visualization of decision trees in Python | news.ycombinator.com | 2024-08-27

    We would like to keep package sustainable. Earlier, we've created package for AutoML which is MIT license (https://github.com/mljar/mljar-supervised), and it is very hard to monetise it, and you need to have funds to keep package maintained and work on it.

    Regarding purchasing, we just don't have time create landing page with buy button :) we will add it soon. The package cost will be 499 USD/yearly. We already have few finance companies interested.

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  3. m2cgen

    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

  4. mars

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

  5. awesome-decision-tree-papers

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

  6. MLBox

    MLBox is a powerful Automated Machine Learning python library.

  7. xorbits

    Scalable Python DS & ML, in an API compatible & lightning fast way.

  8. lambda-packs

    Precompiled packages for AWS Lambda

  9. InfluxDB

    InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

    InfluxDB logo

  10. awesome-gradient-boosting-papers

    A curated list of gradient boosting research papers with implementations.

  11. mlforecast

    Scalable machine 🤖 learning for time series forecasting.

  12. MLServer

    An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

  13. eland

    Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

  14. neptune-client

    📘 The experiment tracker for foundation model training

    Project mention: Understanding the MLOps Lifecycle | dev.to | 2024-12-17

    Some tools for model validation include Neptune AI, Kolena, and Censius.

  15. FastTreeSHAP

    Fast SHAP value computation for interpreting tree-based models

  16. lleaves

    Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

  17. amazon-sagemaker-local-mode

    Amazon SageMaker Local Mode Examples

  18. alpha-zero-boosted

    A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

  19. Stream-GBM

    Discontinued Streamlit application for classification of csv files [GET https://api.github.com/repos/shosuke-13/Stream-GBM: 404 - Not Found // See: https://docs.github.com/rest/repos/repos#get-a-repository]

  20. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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    judoscale.com | 25 Apr 2025
    Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues. Learn more →

Index

What are some of the best open-source Lightgbm projects in Python? This list will help you:

# Project Stars
1 mljar-supervised 3,145
2 m2cgen 2,874
3 mars 2,718
4 awesome-decision-tree-papers 2,394
5 MLBox 1,503
6 xorbits 1,176
7 lambda-packs 1,117
8 awesome-gradient-boosting-papers 1,013
9 mlforecast 1,010
10 MLServer 796
11 eland 670
12 neptune-client 613
13 FastTreeSHAP 536
14 lleaves 414
15 amazon-sagemaker-local-mode 255
16 alpha-zero-boosted 86
17 Stream-GBM 5

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