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Sampling #12

Merged
merged 22 commits into from
Apr 2, 2024
Merged

Sampling #12

merged 22 commits into from
Apr 2, 2024

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rousseab
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This PR is mostly about PredictorCorrectorPositionSampler which implements the predictor-corrector scheme described in "SCORE-BASED GENERATIVE MODELING THROUGH STOCHASTIC DIFFERENTIAL EQUATIONS". The concrete implementation is that of Song&Ermon 2019.

I also augment the sanity check mini-experiment with a bunch of callbacks to plot sample distribution on the fly.

@rousseab rousseab requested a review from sblackburn86 March 27, 2024 18:48
@rousseab rousseab merged commit b2b94d4 into main Apr 2, 2024
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@rousseab rousseab deleted the sampling branch April 2, 2024 13:40
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