Git Product home page Git Product logo

daiyunbo / catboost Goto Github PK

View Code? Open in Web Editor NEW

This project forked from catboost/catboost

0.0 2.0 0.0 35.72 MB

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

Home Page: https://catboost.yandex

License: Other

Python 8.94% Makefile 0.51% C++ 63.96% R 0.82% CSS 0.07% JavaScript 0.55% Jupyter Notebook 24.92% Shell 0.02% C 0.12% Java 0.02% Assembly 0.05% Batchfile 0.02%

catboost's Introduction

Website | Documentation | Installation

Build Status PyPI version

CatBoost is a machine learning method based on gradient boosting over decision trees.

Main advantages of CatBoost:

  • Superior quality when compared with other libraries.
  • Support for both numerical and categorical features.
  • Data visualization tools included.

The following implementations are available:

Tutorials

  • Tutorials are avaliable here.

For contributors

  • To contribute to CatBoost you need to first read CLA text and add to your pull request, that you agree to the terms of the CLA. More information can be found in CONTRIBUTING.md

  • Instructions for contributors can be found here.

Questions and bug reports

License

© YANDEX LLC, 2017. Licensed under the Apache License, Version 2.0. See LICENSE file for more details.

catboost's People

Contributors

exprmntr avatar grayskripko avatar a4tunado avatar annaveronika avatar climbsrocks avatar nikulinnn avatar zamulla avatar bzz avatar aleksi avatar aprotopopov avatar alexey-milovidov avatar

Watchers

James Cloos avatar David avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.