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Some helpful links

• Wiki for basics: https://chessprogramming.wikispaces.com/
• Simple engine based on python: https://github.com/thomasahle/sunfish
• Python chess library: https://github.com/niklasf/python-chess
• Convolutional Neural Network: https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/

Data sources

• https://www.365chess.com/top-chess-players.php
• https://chess-db.com/public/execute.jsp?age=99&sex=a&countries=all
• http://www.kingbase-chess.net/