invrs-io / gym

A collection of inverse design challenges
https://invrs-io.github.io/gym/
MIT License
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Initializers #43

Closed mfschubert closed 1 year ago

mfschubert commented 1 year ago

The current initializer used for density yields a uniform array. For some challenges, the gradient for such densities is effectively numerical noise, leading to poor results and inconsistencies between platforms. We should add better initializers.