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linearreghotel's Introduction

LinearRegHotel

Originally started developing it to predict guest ratings at a hotel, decided to add modularity to it to expand the scope of what data it can deal with.

Currently it includes the main module that uses a neural network, and two modules that allow for manipulation of training data and another that allows the user to specify parameters for prediction based upon the former. Both come with a simple GUI.

Features

  • Customisable labels for datasets
  • GUI that offers control over user input for datasets
  • Rudimentary linear regression model to analyse the data

Contributing

Contributions more than welcome!

This is one of my first projects in Python and my first GitHub repository, so I would greatly appreciate any help I can get

Acknowledgements

Roadmap

  • Allow unicode input

  • Allow user to switch the model they use for predictions and training

  • Allow further data manipulation

Download executable

You can download the executables here

linearreghotel's People

Contributors

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Watchers

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