LDA topic modelling of outbreak reports
python3 __main__.py --corpus '../Documents/documents_1996-2019.txt'
nb. Input document assumes one document per line.
python3 __main__.py --corpus '../Documents/documents_1996-2019.txt' --run_types OPTIMISE
python3 __main__.py --corpus 'training_documents.txt' --explorations WORDCLOUDS
python3 __main__.py --corpus 'training_documents.txt' --explorations WORD_BARS
python3 __main__.py --corpus 'training_documents.txt' --explorations PCA TSNE
python3 __main__.py --corpus 'training_documents.txt' --explorations DOC_TOPICS
python3 __main__.py --corpus 'training_documents.txt' --explorations PYLDAVIS
python3 __main__.py --corpus 'training_documents.txt' --explorations REP_DOCS
python3 __main__.py --corpus 'training_documents.txt' --predict 'document_for_prediction.txt'
nb. Input document assumes one document per line.
More info can be found in an accompanying blog post.