Kaggle Python Packages

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

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

xgboost-ray

Distributed XGBoost on Ray

788K 154 35

catboost-dev

49K 9K 1K

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

lightautoml

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

11K 1K 65

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

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

8K 2K 126

hill-climbing

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

5K 2 0

kaggler

Code for Kaggle Data Science Competitions

4K 751 164

kts

Interactive ML Toolset

3K 17 2

hypex

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

3K 128 10

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

koolbox

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

2K 8 1