EthanTCruz Chess_Model issues

EthanTCruz / Chess_Model

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Add parallel processing for sqlite to mongo and get more data

#21 EthanTCruz opened 2 months ago
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Some of the features are concerningly zero, get rid of them if this is the same with full dataset

#20 EthanTCruz opened 2 months ago
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convert sqlite to mysql to see if performance improves

#19 EthanTCruz opened 2 months ago
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Mongo: Add hash id to documents

#18 EthanTCruz closed 2 months ago
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Implement Mongo DB and Generators

#17 EthanTCruz opened 3 months ago
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Save bitboards as integers

#16 EthanTCruz closed 2 months ago
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dataGenerator flat_string_to_array function is main bottleneck and should be optimized

#15 EthanTCruz closed 2 months ago
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Terraform should create external ip for better ssh shell

#14 EthanTCruz closed 6 months ago
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Move down to tensorflow 2.13.0 for use with gpu

#13 EthanTCruz closed 6 months ago
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Find memory leaks, clear objects unused and general optimizations before kubernetes

#12 EthanTCruz closed 7 months ago
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Revaluate mcst formula and values

#11 EthanTCruz closed 7 months ago
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Containerize and deploy model for self training

#10 EthanTCruz closed 6 months ago
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Optimize code to use more generators and potentially less csv's

#9 EthanTCruz closed 7 months ago
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get rid of redis calls when self.score_depth is set to 1

#8 EthanTCruz closed 8 months ago
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Figure out how to use gpu with tensorflow

#7 EthanTCruz closed 2 months ago
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Self playing keeps promoting to bishop instead of queen and causing insufficient material draw

#6 EthanTCruz closed 7 months ago
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Get rid of draws by using board objects instead of redis, or storing board objects in redis

#5 EthanTCruz closed 8 months ago
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Self play generates too many draws, fifty move and threefold draws to be specific

#4 EthanTCruz closed 7 months ago
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Small optimization, move is typically stored as string, but could be stored as legal move

#3 EthanTCruz closed 6 months ago
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MCTS takes too long, Implement Alpha-Beta Pruning in Rollouts

#2 EthanTCruz opened 8 months ago
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Score depth is off

#1 EthanTCruz closed 8 months ago
1