Code

ML multicolor simulation#2

Code

Merged

ange1a-j14 merged 9 commits intomlnpeard/self-interferometry:mlfrom ml-multicolor-simulationnpeard/self-interferometry:ml-multicolor-simulationCopy head branch name to clipboardDec 11, 2024

+454-198

Commits

Commits on Sep 14, 2024

• wrote class for simulating classic interferometers to perform pre-training, testing of new concepts

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Commits on Sep 24, 2024

• wrote function to write multichannel pretraining data, some modifications to VelocityDataset and write_data utility function

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Commits on Sep 25, 2024

• minimal working example of 2-channel interferometer training - additional rewriting of the VelocityDataset

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• fixed reshaping in fully-connected layers

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• fixed seeding for writing pre-training data

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• tested single channel model training

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• worked on prediction plotting, needs reshaping still

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• compared double and single channel models. further work on prediction plotting.

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Commits on Dec 11, 2024

• Merge branch 'ml' into ml-multicolor-simulation

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