Giter VIP home page Giter VIP logo

heroes's Introduction

Hierarchical rEcurrent Ranking On the Entire Space (HEROES)



This includes tensorflow and pytorch implementations of HEROES model. This is the experiment code in the following work:

Multi-Scale User Behavior Network for Entire Space Multi-Task Learning
Jiarui Jin, Xianyu Chen, Weinan Zhang, Yuanbo Chen, Zaifan Jiang, Zekun Zhu, Zhewen Su, Yong Yu.
CIKM 2022

Prerequisites

  • Python 3.6
  • Pytorch 1.8.0
  • TensorFlow 1.14.0

Run

Please use python model_dataset.py to run our model and baseline methods, where the model is in [esmm, esmm2, mmoe, dnn, heroes], and the dataset is in [alicpp, criteo].

heroes's People

Contributors

chenxianyu2002 avatar jinjiarui avatar

Stargazers

Sunhao Dai avatar Gordon Lee avatar avatar

Watchers

Kostas Georgiou avatar 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.