Giter Club home page Giter Club logo

csedm-data-challenge's Introduction

csedm-Data-Challenge

code for csedm Data Challenge

requirements for running this code

python 3.6
numpy
pandas
sklearn
tensorflow

To run the code:

1. first run preprocess.py. 
    first edit the preprocess.py file
    Two important parameters 'mainTableFile' and 'codeStateFile' should be assigned according to those two files' path
    Left 'embeddingSize' to the default value 8 
    After the edition, just use 'python preprocess.py' to run the code
2. Then run makePredictions.py to generate prediction on test files. This will generate the 'cv_predict.csv' file recording all the predctions
    edit the file , just to assign the CV folder's path 
    Using 'python makePredictions.py' to run the code
3. The last step is to run evaluation.py to caculate indices. 
    just run the file using similar commond
    
This would generate Three required file 'cv_predict.csv' , 'evaluation_by_problem' and 'evaluation_overall' 

csedm-data-challenge's People

Contributors

psyxusheng avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.