Melusine

What's Changed
New features:

* Attentive Neural Networks are now available. 🎉 We propose you an original Transformer architecture as well as pre-trained BERT models (Camembert and Flaubert)
* Tutorial 13 will explain you how to get started with these models and attempt to compare them.
* Validation data can now be used to train models (See fit function from NeuralModel for usage)
* The activation function can now be modified to adapt to your needs (See NeuralModel init for usage)

What's Changed
New features

* An Ethics Guide is now available to evaluate AI projects, with guidelines and questionnaire. The questionnaire is based on criteria derived in particular from the work of the European Commission and grouped by categories.
* Melusine also offers an easy and nice dashboard app with StreamLit. The App contains exploratory dashboard on the email dataset and a more specific study on discrimination between the dataset and a neural model classification.