Timothy Kassis

New Feature: Label Distribution Smoothing (LDS) for Regression Targets

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I wanted to submit a pull request to add this, but not sure where to put it. I propose adding Label Distribution Smoothing (LDS) recently presented by Yang et. al...

Description of Models on Huggingface

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Thanks for everyone who is developing this repo. Great work! Is there a 1-2 sentence description somewhere of what each of the pre-trained models on https://huggingface.co/seyonec are? I'm a bit...

Not an issue really, but I can't seem to find a clear answer to this online. Are there particular advantages to training on similar images? For example, if I wanted...

Return History

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### Feature Description In Keras it's possible to plot validation loss by accessing it through model.history, but Auto-Keras does not return an object containing this when I call .fit. What's...

Thanks for putting out this paper, sounds very promising. Would you mind clarifying the number of iterations you use for self-supervised training. You mention in the paper that you use...

SupCR: Supervised Contrastive Regression

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Thanks to everyone contributing to this repo. I'd like to suggest the addition of the new regression-focused contrastive loss from Dina Katabi's group at MIT. SupCR is focused on regression...

Single channel training set

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Trying to train on single-channel grayscale images using '--img_ch 1' argument during training but I get the following error immediately after starting training: > ValueError: Trying to share variable generator_A/conv/conv2d/kernel,...

Usage with x-transformers

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PEER looks like an interesting approach and thanks for implementing so cleanly! I do have a quick question though about recommended usage with x-transformers. Would something like this be a...

Toyota Corolla Hybrid: Extremely slow acceleration and early braking when using 'Aggressive' mode

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### Describe the bug Aggressive mode seems to be opposite of what it intends to do. Acceleration when the lead starts moving is extremely slow and the car tends to...

[Feature] Addition of BioML-Bench

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### Describe the feature An interesting new bio benchmark that might be worth adding: https://github.com/science-machine/biomlbench ### Will you implement it? - [ ] I would like to implement this feature...