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microsoft
lightgbm

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.

15.2M 18K 4K
catboost
catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

6.4M 9K 1K
ray-project
xgboost-ray

Distributed XGBoost on Ray

730K 154 35
upgini
upgini

Intelligent data search & enrichment for Machine Learning

76K 347 27
catboost
catboost-dev

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

47K 9K 1K
BloodAxe
pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

9K 2K 126
RGF-team
rgf-python

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

9K 383 58
sb-ai-lab
lightautoml

Fast and customizable framework for automatic ML model creation (AutoML)

7K 1K 65
konodyuk
kts

Interactive ML Toolset

5K 17 2
jeongyoonlee
kaggler

Code for Kaggle Data Science Competitions

3K 751 164
sb-ai-lab
hypex

Fast and customizable framework for automatic and quick Causal Inference in Python

3K 128 10
gotoConversion
goto-conversion

goto_conversion - Powered $47,000 of prize money, 10+ Gold Medals and 100+ Medals on Kaggle

2K 109 16
d4rk-lucif3r
lucifer-ml

Semi-Auto Machine Learning Library by d4rk-lucif3r

2K 11 5
serengil
chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

2K 486 102
fugue-project
fuggle

Fugue for Kaggle users

2K 2 0
Grasia
dao-scripts

Scripts to get data for the DAO-Analyzer dataset

1K 0 0
kingychiu
target-permutation-importances

A Python Package that computes Target Permutation Importances (Null Importances) of a machine learning model.

791 15 1
gperdrizet
ariel-data-preprocessing

Signal correction module for Ariel Data Challenge 2025.

783 1 0
AxeldeRomblay
mlbox

MLBox is a powerful Automated Machine Learning python library.

722 2K 273
LongbinChen
mlpipe

machine learning management tool

643 3 0
artwmana
cv-reality-check

Kaggle-oriented cross-validation reliability checker

637 0 0
Letemoin
kagglerun

Execute Python on Kaggle's FREE GPUs from your terminal. Perfect for AI agents like Claude Code.

624 0 0
ar90n
kkt

A tool for kaggle kernel

605 1 0
fastai
fastkaggle

Kaggling for fast kagglers!

597 55 9
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