Merge fixes#3

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mikeessi wants to merge 28 commits intomainfrom

Commits on Feb 25, 2025

First NN implementation attempt
roopekole
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Commits on Mar 3, 2025

Overwriting PR with improvements and new experiments
roopekole
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Commits on Mar 8, 2025

Commits on Mar 23, 2025

Permutation-based initial
traffictse
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Commits on Mar 29, 2025

Version1 - 3200 training data, 100 epochs (50 epochs plateau), 50 circuits valuation. Surpass random model. Even beat heuristic model in circuit depth.
traffictse
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Commits on Mar 30, 2025

Version2-BeforeAddingCXHead, Depth completely beat NH, CX at the same level
traffictse
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Commits on Mar 31, 2025

Add RL-based compilation method and evaluation script
roopekole
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Commits on Apr 2, 2025

Version3-AddedCXHead, Hungarian->Gumbel, ProbabilisticWeighted. Beat normal-heuristic.
traffictse
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Commits on Apr 19, 2025

update backup (regular entropy guided)
traffictse
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Commits on Apr 21, 2025

update backup (Till version.4-9)
traffictse
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Commits on Apr 22, 2025

Simplified RL with a few pretrained and finetuned models
roopekole
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Commits on Apr 27, 2025

Evaluation appended with ability to identify worst circuits for RL agent and confusion matrix implementation
roopekole
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Commits on May 7, 2025

Before changing max seq len from fixed 10 to n
traffictse
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Commits on May 11, 2025

Commits on May 12, 2025

Commits on May 18, 2025