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Win Vector LLC: Win Vector LLC – Data science advising, consulting, and training

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Squeezing the Most Utility From Your Models

Win Vector’s Dr. Nina Zumel shares how utility methods let you optimally operate an AI/ML classifier model.

Please reach out to us at Win Vector LLC for consulting, advisory work, presentations, or training: [email protected] .


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What is a Centipawn Advantage?
Introduction

Current computer chess engines include a neat feature: the analysis bar. For example here is the analysis bar from chess.com.


White to move, FEN:

rnb2rk1/ppp2ppp/3p1q1n/4p3/7P/b1PPP3/PP1BBPP1/R2QK1NR w KQ – 0 1

The ...


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Exploring Chess Positions and Counts
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There are a lot of Stockfish Chess Games

Stockfish is a top chess playing engine. We got to wondering how many possible Stockfish chess games are there if Stockfish plays against itself? Could it be that there are only a few stereotypical games? Or are there a lot of games?

To answer this we recorded Stockfish playing agains...


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How Many Chess Games are Possible?
How Many Chess Games are Possible? Here is a fun question: how many different games of chess are possible? Counting the number of possible chess games is quite hard, as the numbers are large and chess board positions can be quite complicated. In this note we will try to estimate the number of possible short games of chess. Long games with many possibi...

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