UI

[timothyb0912]

Request

Create a Web UI for PyLogit so users don't have to write much (if any) code in order to estimate basic (and perhaps not so basic) discrete choice models. One option is to use Streamlit to create the UI. The experience could draw inspiration from the UI of Biogeme, as a starting point.

Some desired features would be that the following workflow all be doable from the UI:

• design matrix specification
• model instantiation
  • utility specification
  • model type selection
  • model argument setting (e.g. intercept reference alternative)
• model estimation
• model viewing (post-estimation results and summary)
• model checking (interactively visualize and save model checking plots from one's model)
• model serialization
• model prediction (new data, batch or online)