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.

15.2M 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

730K 154 35

upgini

Intelligent data search & enrichment for Machine Learning

76K 347 27

catboost-dev

47K 9K 1K

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

9K 2K 126

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

lightautoml

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

7K 1K 65

kts

Interactive ML Toolset

5K 17 2

kaggler

Code for Kaggle Data Science Competitions

3K 751 164

hypex

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

3K 128 10

goto-conversion

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

2K 109 16

lucifer-ml

Semi-Auto Machine Learning Library by d4rk-lucif3r

2K 11 5

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