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I am trying to make a neural network which could determine what chess tactic is present in a position. For this, I need to have a database of chess tactics labelled with correct motifs.

A similar question was asked a few years ago, but it is not particularly useful. Is there any website which has such database?

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Try the chess.com website. They have plenty of resources available. They also have a fully trained neural net which evaluated and scores your games with the aim to improve the player and facilitate their learning process.

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