/pytorchchess3.0

python(flask) pytorch AI chess, react frontend

Primary LanguageJavaScript

Pytorch chess

Složitost [***-------] 30%

Frontend reactJs localhost:3000

Backed python Flask api localhost:5000

Snímek obrazovky 2021-09-13 v 17 38 48

Libraries used and usefull links

https://blog.miguelgrinberg.com/post/how-to-create-a-react--flask-project

https://python-chess.readthedocs.io/en/latest/

https://justinfagnani.github.io/chessboard-element/#start

dataset

https://www.kaggle.com/milesh1/35-million-chess-games/code

Computer moves

https://en.wikipedia.org/wiki/Evaluation_function#In_chess

https://en.wikipedia.org/wiki/Beam_search

https://cs.wikipedia.org/wiki/Minimax_(algoritmus)

http://web.cs.ucla.edu/~rosen/161/notes/alphabeta.html

deployment

https://adamraudonis.medium.com/how-to-deploy-a-website-on-aws-with-docker-flask-react-from-scratch-d0845ebd9da4