How to use what-it-tool in front end? about what-if-tool HOT 1 OPEN

In WIT, the querying of the model on the datapoints is done through python code that executes behind the html, powering what is displayed. So we cannot return HTML from WitWidget that can be rendered in a separate webpage.

If you want to embed WIT in a webpage, you can use it inside of an instance of TensorBoard you run (which itself is a webpage). WIT in TensorBoard will soon support custom predict functions, as can be seen in #94

Or you could add WIT code to your own web server's front-end and add code to your web server to run the model and pass the results back to the front-end WIT HTML. That will require a bunch of glue code in your front-end html/js code and your web server, but it is doable. Our web demos (https://github.com/PAIR-code/what-if-tool/tree/master/wit_dashboard/demo) are one example of embedding WIT directly in a webpage, but in those cases, we run the models in the browser using TensorFlow.js models, so our web demos don't require a backend.

from what-if-tool.