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open-AIMS / ADRIA-synthetic-data

Repository for the creation of synthetic input data layers for ADRIA.
MIT License
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Compare current connectivity model to simple probabilistic model #12

Open Rosejoycrocker opened 1 year ago

Rosejoycrocker commented 1 year ago

Currently, the GAN model for connectivity has a reasonably long run time and is prone to mode collapse. Compare this with simple probabilistic model by fitting Gaussians over several layers of connectivity data, run for multiple iterations and take median of outcomes.