Kaggle

CatBoostC++

A high-performance gradient boosting library with best-in-class handling of categorical features and support for CPU/GPU training.

Data Science ProjectsJupyter Notebook

A curated collection of hands-on data science project ideas and resources for learning machine learning and AI concepts.

docker-pythonPython

Docker image providing the Python environment used by Kaggle Notebooks for data science competitions.

MLBoxPython

MLBox is a powerful Automated Machine Learning python library.

OpenFEPython

An automated feature generation framework for tabular data that discovers expert-level features to boost machine learning model performance.

perpetualRust

A hyperparameter-free gradient boosting machine with a simple budget parameter, built for high performance with Rust and bindings for Python and R.

vecstackPython

A Python package for stacking (stacked generalization) with both functional and scikit-learn compatible APIs.

open-solution-home-creditPython

An open-source machine learning solution for the Home Credit Default Risk Kaggle competition, providing reproducible code and experiments.

rgf_pythonC++

A tree ensemble machine learning method that delivers better results than gradient boosted decision trees on many datasets.

UpginiPython

An intelligent data search and enrichment library for machine learning that automatically finds and adds relevant external features to ML pipelines.

GWU: Data Mining (Decision Sciences 6279)Jupyter Notebook

Course materials for GWU's Data Mining and Machine Learning classes covering preprocessing, modeling, and practical Kaggle applications.

open-solution-data-science-bowl-2018Python

Open-source implementation of the winning solution for the 2018 Data Science Bowl Kaggle competition using PyTorch and U-Net.

open-solution-toxic-commentsPython

An open-source starter solution for the Kaggle Toxic Comment Classification Challenge, providing ready-to-use machine learning pipelines for detecting online harassment.

kaggle-blackboxMATLAB

A collection of scripts for training random forests and sparse filtering models on Kaggle datasets.

Kaggle MerckPython

A collection of scripts for processing Merck molecular activity challenge data from Kaggle into formats suitable for machine learning.

kaggle-bestbuy_smallPython

A small dataset for the Best Buy mobile contest on Kaggle, containing product information and search queries.