vhoulbreque / fasttext-tuning

:chart_with_upwards_trend: Find your fasttext hyperparameters quickly and easily.

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fasttext-tuning

How to find the best parameters to tune the model? Let's use genetic algorithms!

To install, just do :

$ pip install .

TODO:

  • get_metrics is dependent on the labels names
  • no time output
  • better print output
  • save best model
  • gestion of train/test files to be enhanced
  • pip install
  • possibility to choose accuracy, recall, f1 score

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:chart_with_upwards_trend: Find your fasttext hyperparameters quickly and easily.


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