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Sanjana 4a96261ce1 Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:33:11 +01:00
Sanjana 2fd9f8d60c Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:32:56 +01:00
Sanjana caaf151c5c Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:32:36 +01:00
Sanjana d95e06bc28 Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:32:23 +01:00
Sanjana 65d6dd082e Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:30:25 +01:00
Sanjana 1472082419 Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:29:58 +01:00
Sanjana ae27bcc7ce Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:29:26 +01:00
Sanjana 74c48816f3 Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:29:07 +01:00
Sanjana 0d9a564d84 Update docs/source/tutorials/image.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-09-01 11:27:16 +01:00
Sanjana Garg 0a7c05cb8e Fixed test 2023-08-31 18:24:19 +01:00
Sanjana Garg 964f5759cd Added suggested changes 2023-08-31 12:52:22 -04:00
Sanjana Garg a26f8d4861 Added suggested change in review 2023-08-31 09:37:51 -04:00
Sanjana 8b2b4925e1 Update cleanlab/datalab/internal/adapter/imagelab.py 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-31 14:32:47 +01:00
Sanjana f4dcef6a61 Update cleanlab/datalab/internal/adapter/imagelab.py 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-31 14:32:36 +01:00
Sanjana Garg b51048926f Improved visualization code 2023-08-31 06:52:10 -04:00
Sanjana Garg 9a655a9e20 Merge branch 'image-tutorial' of https://github.com/sanjanag/cleanlab into image-tutorial 2023-08-30 19:15:22 -04:00
Sanjana Garg 08d2675969 Converted hf to torch dataset 2023-08-30 19:09:53 -04:00
Ulyana 977f52af6e Update objectlab docstring for clarity (#833) 2023-08-30 13:39:58 -07:00
Sanjana Garg 1ed9989685 Added code for filtering out cleanvision issues present in more than 10% of the dataset and changed threshold for low_information issue 2023-08-30 20:48:58 +01:00
Sanjana Garg ee1279cff0 Added code for filtering out cleanvision issues present in more than 10% of the dataset and changed threshold for low_information issue 2023-08-30 15:32:02 -04:00
Sanjana Garg a050a07900 Updated markdown cell 2023-08-30 13:32:31 -04:00
Sanjana Garg baa005b9b1 Changes related to speedup 
- Increased batch size
- Increased num_workers for dataloaders
- Changed optimizer to AdamW for faster convergence
- Changed kfold to stratified kfold for better results
- Added batch norm layer to NN for faster convergence
- set bias=False for conv layer for faster computation
- Removed a linear layer for faster computation
 2023-08-30 13:32:31 -04:00
Sanjana Garg 885fc46e57 Changed filename 2023-08-30 13:32:31 -04:00
Sanjana Garg b6b0462592 Add link for out-of sample pred_probs 2023-08-30 13:32:31 -04:00
Sanjana eb3405986e Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana Garg 04d4f68ff8 Addressed comments on PR 2023-08-30 13:32:31 -04:00
Sanjana e2fc30e28c Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana a78ed2fe68 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 0289f8627e Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 2f013e31c1 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana da099b2b98 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana ea2877e755 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 4f98e7ca92 Update docs/source/index.rst 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 45522dccbc Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana e365c69221 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 5f7b785c15 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana 01f255ab97 Update docs/source/tutorials/fashion_mnist.ipynb 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-30 13:32:31 -04:00
Sanjana Garg 91fc18ff42 Moved variables together 2023-08-30 13:32:31 -04:00
Sanjana Garg 0dc06285f7 Cleared outputs 2023-08-30 13:32:31 -04:00
Sanjana Garg c8def3ec1a Addressed comments on PR 2023-08-30 13:32:31 -04:00
Sanjana Garg cd17b2f04c Added fashion mnist notebook to index 2023-08-30 13:32:31 -04:00
Sanjana Garg 12d25a86c9 Removed unnecessary notebook 2023-08-30 13:32:31 -04:00
Sanjana Garg 3419ae5e33 Added explanations to image tutorial 2023-08-30 13:32:31 -04:00
Sanjana Garg c58e486113 Updated viz code in tutorial 2023-08-30 13:32:31 -04:00
Sanjana Garg 3a09fb8ead Added fashion mnist image tutorial 2023-08-30 13:32:31 -04:00
Sanjana Garg 5903c1b9a0 Draft for new image tutorial 2023-08-30 13:32:31 -04:00
Jonas Mueller 2dffd69b61 Updating guides (#832) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-30 13:10:29 +00:00
ChG 4250f5925d Add GEN out-of-distribution detection method (#800) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-29 22:30:59 -07:00
Elías Snorrason 4ce9f771c8 Unify softmax implementations (#826) 
* unify softmax implementations

* Refine mypy type hint in _set_fine_search_range function

- Update type hint for `min_entropy_ind` from built-in `int` to `np.intp`.
  - This refinement addresses a type compatibility warning.
  - `np.intp` is the integer type used by numpy for indexing and can differ in size from the built-in Python `int` depending on the platform (32-bit vs 64-bit).
  - Mypy highlighted this type hint discrepancy.

* add unit tests for softmax

---------

Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-08-30 00:22:05 +00:00
Tata Ganesh fd2506c6b0 Use rare class proportion instead of mean values for imbalance score (#828) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-28 14:24:24 +00:00