Hanabi-Suite

This is my personal attempt to write hanabi-related code to analyse and play around with the game. The main goals of the code are:

Provide an easy-to-use interface that supports all the variants available at hanab.live (some variants not supported yet)
Store data in a local database that mirrors (part of) the hanab.live database
- This allows local analysis of a large sample of real-world hanab games played
- It also allows us to store additional data for games / seeds etc, like: Is this seed theoretically winnable etc
Develop fast, exact algorithms to test for feasibility of instances
Develop bots that can play hanabi reasonably well, both for cheating and solitaire versions of the game
Have analysis tools for actual games played (from which turn onwords did we lose? What was the correct winning line in the end?)

Apart from the obvious use-cases for some features, I want to explore boundaries of the following questions:

What percentage of games is theoretically winnable, assuming perfect information? (solitaire play)
- To answer this, we need fast, exact algorithms and run them on larg samples of seeds
What percentage of games is theoretically winnable by only looking at drawn cards, but not into the draw pile (cheating play)?
- I guess we need to write a very good bot here, based on https://github.com/fpvandoorn/hanabi

Alternative stuff that I would also like to try out eventually

Have some sort of endgame database, both for solitaire and cheating play
Develop certificates for infeasibility of hanab instances (I don't think the problem lies in coNP, but for real-world instances, most decks seems to have a short explanation on why they are not winnable)
Have analysis tools that can compute optimal moves in cheating play for endgame situations (and display winning percentages)
Analyse every seed on hanab.live for feasibility

Clearly, there is still much work to do, any contributions, suggestions etc are welcome