Random number Neural Network

Random number Neural Network

4 devlogs
30h 29m
Created by 4rkal

Number generators in most programming languages are not truly random. I trained a neural network to try and find patterns in the number generation and predict what the next number will be. If the success rate of finding a number from 1 till 100 is higher that 1% it means that it could have found a patern

Timeline

Added a simple transformer model with RoPE (Rotary Position Embedding). It did not perform any better than the simple neural network with RoPE. Performed with approximately the same success rate as the baseline ~1%.

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A lot of testing and debugging on more optimal solutions, none where found...

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4rkal

about 2 months ago

4rkal Covers 2 devlogs and 13h 20m

Added rotational position encodings with huge improvement in guessing. Added graphs and readme

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Set everything up, currently working pretty well with ~1.07% success rate as opposed to baseline 1%

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