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Kaggle Python Packages

Python packages with the GitHub topic kaggle. Sorted by relevance, with stars and monthly downloads.
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.

16.2M 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

788K 154 35
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.

49K 9K 1K
upgini
upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

37K 349 26
sb-ai-lab
lightautoml

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

11K 1K 65
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.

8K 383 58
BloodAxe
pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

8K 2K 126
ravaghi
hill-climbing

A python package for ensembling machine learning predictions using hill climbing optimization

5K 2 0
jeongyoonlee
kaggler

Code for Kaggle Data Science Competitions

4K 751 164
konodyuk
kts

Interactive ML Toolset

3K 17 2
sb-ai-lab
hypex

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

3K 128 10
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
ravaghi
koolbox

A collection of utility functions to simplify training machine learning models for Kaggle competitions.

2K 8 1
d4rk-lucif3r
lucifer-ml

Semi-Auto Machine Learning Library by d4rk-lucif3r

2K 11 5
gotoConversion
goto-conversion

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

1K 110 16
yisaienkov
evaluations

The library for models evaluation

1K 14 1
Grasia
dao-scripts

Scripts to get data for the DAO-Analyzer dataset

1K 0 0
gperdrizet
ariel-data-preprocessing

Signal correction module for Ariel Data Challenge 2025.

984 1 0
fugue-project
fuggle

Fugue for Kaggle users

828 2 0
artwmana
cv-reality-check

Why your CV is lying to you

720 0 0
AxeldeRomblay
mlbox

A powerful Automated Machine Learning python library.

616 2K 273
kaggledatasets
kaggledatasets

Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)

607 51 6
Atharva-Phatak
torchflare

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

586 84 6
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