go to your local directory containing this repo's code and :
- Install the requirements.txt:
conda install requirements.txt
- Start the API :
python app.py
The API takes text as input and then applies few preprocessing :
- removal of stop-words/punctuation/non-alphabetic characters
- lemmatisation
- vectorisation using tf-idf algorithm (from pre-trained model) and then infers the note using the preprocessed text and the model built using SVM algorithm. This note is then returned by the API
To test the API you can use the very simple interface made in few minutes using streamlit
To do so type:
streamlit run front.py
