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Hyper-Parameter Optimisation experiment as part of my undergraduate dissertation (2019)

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rhysstubbs/HPOExperiment

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Hyper-Parameter Optimisation

This is the software artefact that will facilitate the comparison of traditional hyper-parameter optimisation (HPO) approaches against an Evolutionary Approach used by the Neuroevolution (NE) algorithm Neuroevolution of Augmenting Topologies (NEAT)

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy/setup the project.

Prerequisites

What things you need to install the software and how to install them

Installing

A step by step series of examples that tell you how to get a development env running

Clone the repository and navigate to the root

git clone git@github.com:rhysstubbs/HPOExperiment.git
cd ./HPOExperiment

Install dependencies

npm install

&&

npm --prefix ./resources install

Build assets

npm --prefix ./resources run watch|development|production

Running the Application

npm run start

Built With

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us. Please note, pull requests will not be accepted until after May 10th 2019.

Authors

See also the list of contributors who participated in this project.

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

  • Hat tip to anyone whose code was used
  • All contributors that helped with code reviews etc.