Kashif Rasul

time series forecasting model

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# What does this PR do? Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks...

[WIP] Bits per dim for generative models

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| Model | MNIST | Fashion MNIST | --------|--------|--------------| | NICE| 4.36| - | |MADE| 2.04| - | | IAF-VAE | - | - | |MAF| 1.89| - | |Real...

Irregular time series support

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*Issue #, if available:* *Description of changes:* Adding support to irregular time series where the datatimes are given by an `INDEX` key in the dataset By submitting this pull request,...

IQN implementation

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*Issue #, if available:* *Description of changes:* Implemented IQN distribution output for #1643 By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution,...

FID score

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Hello @hwalsuklee, thanks for the repo! Would i be a good idea to also add the FID score and/or inception score to the various experiments? Thanks!

No explicit loss and individual loss

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## Description What should I do if my model returns the tuple of loss and individual losses and I have no explicit loss function class? At the moment if I...