Giter VIP home page Giter VIP logo

santander-product-recommendation-8th-place's Introduction

Santander Product Recommendation - 8th place

Caution

  • make_data() step in main.py needs 30GB of memory but it can be optimized.

This code produces 3 submissions

  • xgboost - 0.03061 public LB
  • lightgbm - 0.03059 public LB
  • xgboost+lightgbm - 0.03063 public LB

Steps

  • place train_ver2.csv, test_ver2.csv to ../input/
  • install pandas, scikit-learn, numpy, xgboost, lightgbm (or comment out lightgbm part) libs for python3
  • set proper number of threads in engines.py
  • ./run.sh

santander-product-recommendation-8th-place's People

Contributors

palevas avatar

Watchers

James Cloos 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.