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Your certificate is now private

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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE MAY-SUMMER 2024 DEEP LEARNING BOOT CAMP

Nathaniel Tamminga

Roman Holowinsky, PhD

September 06, 2024

DIRECTOR

DATE

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TEAM

Detecting Engine Usage in Chess

Calvin Pozderac, Philip Barron, Philip Barron, Nathaniel Tamminga, Dushyanth Sirivolu

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When then world champion Magnus Carlsen lost to Niemann in a surprise upset, Magnus accused his opponent of cheating. Were such accusations well-founded?
The project: train a neural network to distinguish between human chess and engine chess.
For data sets: We use in-person high level tournament play, as it's harder to cheat, for the human moves and an online database of engine evaluations from Lichess

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github URL
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