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Log feature density histograms to weights and biases #88

Description

@jbloomAus

See here

To do:

  • Consider the best way to calculate these
  • Log these to wandb (either via wandb histogram or plotly)
  • Also log number of dead features

There's a few technical details here that could matter but any solution here would be a good start.

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