alitirmizi23

Data Pipeline (Preprocessing videos for action recognition models like I3D) on GPU

7

I would like to know if the preprocessing of videos for action recognition models (e.g I3D) can be done on GPU instead of CPU? I've noticed that a 10s video...

CatBoostError: catboost/libs/metrics/metric.cpp:6405: All train targets are equal

3

Problem: **Training a multilabel binary classifier throws error: All train targets are equal.** This does happen in some samples (where all the 5 labels are class 1, but not in...

model explainability

3

I was checking out one of the utilities for model explanations. I see two functions (grad_cam and feat_attribution). Is this attribution in any way related to SHAP? I don't see...

Sample packing for pretraining/fine-tuning

16

I was wondering if there are sample packing approaches defined somewhere for preprocessing and tokenization of datasets? I looked through different prepare_*.py, but couldn't find anything related to packing multiple...

tsinterpret for multivariate time series regression?

4

**Motivation.** and **Describe the solution you'd like** similar functionality as is available for time series classification, should be available for time series regression