statistical shot distribtuions #387
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Why? ReLU layers without bias are input scale-invariant (they're just multiplies and thresholds at zero). So this doesn't care if the ratings are near 20 or near 80... it can't tell the difference. I needed the extra layers to get comparable performance. Although it is slightly worse in terms of loss, I think being input scale invariant is a huge win.
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The script to generate the model is in https://github.com/nicidob/bbgm/blob/master/shooting_stats.ipynb
I re-created this PR because there were some conflicts that I hopefully resolved. Plus there's a husky bug fix in here.