Git Product home page Git Product logo

eegml0's Introduction

SGD method for entropy error function with smoothing L0 regularization for neural networks

Install Dependencies

pip install -r requirements.txt

Run Training

We need to prepare a config.yaml file in order to run a training job. An example of config.yaml file can be seen at ./config.yaml in this repository.

Next, we can start the training by the below command

python train.py --config <path-to-the-config-file>

Note: All learning curve figures and tables in the paper are based on the training logs which can be seen through this link.

Support

If you encounter any issue while using this repository, please open a new issue in the issue panel or contact me via email.

eegml0's People

Contributors

santapo avatar

Stargazers

Phuong T. Nguyen 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.