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| def f1_loss(y_true:torch.Tensor, y_pred:torch.Tensor, is_training=False) -> torch.Tensor: | |
| '''Calculate F1 score. Can work with gpu tensors | |
| The original implmentation is written by Michal Haltuf on Kaggle. | |
| Returns | |
| ------- | |
| torch.Tensor | |
| `ndim` == 1. 0 <= val <= 1 | |
ohjho
/ remove_ipynb_checkpoints.sh
Last active
October 16, 2023 18:49
How to remove .ipynb_checkpoints from Git Repo
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| # to remove the file on git without deleting from local | |
| # use -> git rm --cached | |
| find . -name .ipynb_checkpoints -print0 | xargs -0 git rm -r --ignore-unmatch | |
| echo .ipynb_checkpoints >> .gitignore |
yrevar
/ imagenet1000_clsidx_to_labels.txt
Last active
September 11, 2024 11:40
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
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| {0: 'tench, Tinca tinca', | |
| 1: 'goldfish, Carassius auratus', | |
| 2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', | |
| 3: 'tiger shark, Galeocerdo cuvieri', | |
| 4: 'hammerhead, hammerhead shark', | |
| 5: 'electric ray, crampfish, numbfish, torpedo', | |
| 6: 'stingray', | |
| 7: 'cock', | |
| 8: 'hen', | |
| 9: 'ostrich, Struthio camelus', |