Eli Simhayev

gif is too small and can't be seen

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Hi, and thank you for the awesome course! 😀 small note: the gif here https://huggingface.co/course/chapter4/2?fw=pt can't be seen. Thanks again, Eli

https://github.com/yaringal/DropoutUncertaintyExps/blob/6eb4497628d12b0f300f4b4f6bdc386bebad565c/net/net.py#L9 Should be changed to: ```python from scipy.special import logsumexp ``` reference: https://github.com/cvxgrp/cvxpy/issues/640

[Time-Series] informer model

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# What does this PR do? Adding Time Series Informer model https://arxiv.org/abs/2012.07436 Related issue: #20903 @kashif :)

### Model description "time-series patching" refers to the process of segmentation the series into subseries-level patches which are served as input tokens to the transformer. It's really similar to what's...

[Time-Series] time series patching

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This PR added a time series patching to the current time-series transformers. Fixes https://github.com/huggingface/transformers/issues/22075 @kashif

[Time-Series] fix past_observed_mask type

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small fix to make `past_observed_mask` bool type in Informer and vanilla tests @kashif

[Time-Series] Autoformer model

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# What does this PR do? Adding Time Series Autoformer model https://arxiv.org/abs/2106.13008 Related issue: #21890 @kashif :) ## Differences between the vanilla * Introduced Series Decomposition in encoder & decoder...

Consider update the introduction notebook

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Hi, Going over https://shap.readthedocs.io/en/latest/example_notebooks/overviews/An%20introduction%20to%20explainable%20AI%20with%20Shapley%20values.html And spotted multiple mistakes (the feature is RM whereas the text says AGE, headlines are not formatted, etc.) I think it will be helpful to update...

And thanks for the great course and code! 🙂 Edit: Github don't show the diff, but what I try to merge is the fix between variables here