If you could talk to a predictive machine learning model, what would you ask for?
Try! Michał Kuźba is developing a mind-blowing project – xai chat-bot. Dialog based system that helps to explore and understand predictive models through natural language conversations (type, speak or phone the model 😉 ).
For example, imagine that you have a random forest model that predicts survival for titanic data. With xai-bot you can chat about your chances of survival, variables that influence survival, options that you have to increase your odds or just chat about life models.
The chatbot is based on dialog-flow google infrastructure. It communicates with DALEX explainers written in R through plumber REST API.
Find the chatbot here: https://kmichael08.github.io.
The project is under development, but the bot is already pretty smart.
So, have fun!