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Exo Model Creation

This repository is to be used in conjunction with the Exo repository to create a model to run it with.

Installation

  • Download the 'data' folder from this repository (if using iMessage data, see Usage)
  • Open the Google Colab notebook found here

Usage

Data Formatting

Start by formatting your data in the format found here

  • You also need a file with the names of the people in the data, and a set of testing data.

If you have access to a mac, you can download iMessage transcripts to use with the trainer. Download a great tool for this from here, and select Export > Export Conversation As > (.csv)

  • Run that through parse.py in the data folder you downloaded earlier by setting the variable 'imsg_files', and take note of the 'output' folder.

Training the Model

Go to the Colab notebook and follow the instructions. once the model is downloaded, you're free to use it with the Exo repo!

Contributing

Contributing is greatly appreciated, please open an issue in the 'Exo' repo to get started.

Todo

  • Add more ways to get formatted data
  • Create public datasets to use in models

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Model creation for the Exo project.

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