tpp's People
tpp's Issues
Frontend
- Add in number input box for user to add in number of topics he want
- Add in a button for the user to run after the user put in the number of topics
Display Model insights on Insights Page
- Load and preprocess data
- Display charts on Insights page (corresponding to questions)
Output barcharts
Calculate similarity metric
- Given sample data from task 1 in #5, calculate similarity metrics (cosine, KL divergence, jaccard index)
- Normalise metrics to be intepretable (for eg. 0 cosine similarity -> 100% similar to dataset passed in)
- Display metrics on frontend
Output sample data
-
Extract top n documents from resulting topics + Append them together to form a list
-
Convert list -> dataframe -> csv
https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_csv.html -
Download button on frontend to allow user to download csv file
https://docs.streamlit.io/library/api-reference/widgets/st.download_button
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