- preprocessing,
- classification
- and automatic
- summarization
- of emails
Melusine is a high-level Python library for emails classification and feature extraction, written in Python and capable of running on top of Scikit-Learn, Keras or Tensorflow. Melusine is designed for the preprocessing, classification and automatic summarization of emails written in french.
Features
- Email preprocessing Toolbox
- Custom email preprocessing Pipeline
- NLP Toolbox
- Phraser and Tokenizer Pipeline
- Embeddings training
- Metadata Pipeline
- Summarization by Keywords extraction
- JSON Config file valuable to preprocessing that can be customized
- Custom name file to discard or flag according to name relevance
- Classification Toolbox
- Convolutional networks and Recurrent networks
- Runs seamlessly on CPU and GPU
- Semantic detector for sentiment score prediction and topic search
