89e4b80308
chore(deps): bump opencv-python in /lessons/5-NLP
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Bumps [opencv-python](https://github.com/opencv/opencv-python ) from 4.5.1.48 to 4.8.1.78.
- [Release notes](https://github.com/opencv/opencv-python/releases )
- [Commits](https://github.com/opencv/opencv-python/commits )
---
updated-dependencies:
- dependency-name: opencv-python
dependency-version: 4.8.1.78
dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-07-24 10:03:57 +00:00
5e6ce7740a
chore(deps): bump the pip group across 4 directories with 2 updates
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Bumps the pip group with 2 updates in the / directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 1 update in the /.devcontainer directory: [nltk](https://github.com/nltk/nltk ).
Bumps the pip group with 2 updates in the /binder directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 2 updates in the /lessons/5-NLP directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Updates `nltk` from 3.9.4 to 3.10.0
- [Release notes](https://github.com/nltk/nltk/releases )
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.4...v3.10.0 )
Updates `transformers` from 5.3.0 to 5.5.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.3.0...v5.5.0 )
Updates `nltk` from 3.9.4 to 3.10.0
- [Release notes](https://github.com/nltk/nltk/releases )
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.4...v3.10.0 )
Updates `nltk` from 3.9.4 to 3.10.0
- [Release notes](https://github.com/nltk/nltk/releases )
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.4...v3.10.0 )
Updates `transformers` from 5.3.0 to 5.5.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.3.0...v5.5.0 )
Updates `nltk` from 3.9.4 to 3.10.0
- [Release notes](https://github.com/nltk/nltk/releases )
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.4...v3.10.0 )
Updates `transformers` from 5.3.0 to 5.5.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.3.0...v5.5.0 )
---
updated-dependencies:
- dependency-name: nltk
dependency-version: 3.10.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.5.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.10.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.10.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.5.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.10.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.5.0
dependency-type: direct:production
dependency-group: pip
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-07-13 20:56:44 +00:00
2d45a02c08
Merge pull request #636 from orbisai0security/fix-v003-vgg16-weights-integrity-check
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fix: remove unsafe exec() in TransferLearningTF.ipynb
2026-07-06 16:46:18 +01:00
7290b98524
Potential fix for pull request finding
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-06 16:08:36 +01:00
63b09830a7
Potential fix for pull request finding
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-06 15:53:43 +01:00
316c4ca9e1
Merge pull request #638 from dcaayushd/fix/nlp-requirements-typo-and-gensim
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fix: correct pip command typo and update gensim version in Lesson 5 NLP
2026-07-02 14:41:27 +02:00
b770c948ad
Potential fix for pull request finding
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-02 13:41:16 +01:00
b3198aa4f9
Merge pull request #644 from jammerman/patch-1
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Fix typo in Jupyter environment section
2026-07-02 14:36:41 +02:00
18223bf7fa
Potential fix for pull request finding
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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-07-02 13:36:24 +01:00
7fe5974b3b
chore(deps): bump the pip group across 3 directories with 2 updates
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Bumps the pip group with 1 update in the / directory: [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 1 update in the /binder directory: [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 2 updates in the /lessons/5-NLP directory: [transformers](https://github.com/huggingface/transformers ) and [torch](https://github.com/pytorch/pytorch ).
Updates `transformers` from 5.0.0rc3 to 5.3.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.0.0rc3...v5.3.0 )
Updates `transformers` from 5.0.0rc3 to 5.3.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.0.0rc3...v5.3.0 )
Updates `transformers` from 5.0.0rc3 to 5.3.0
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v5.0.0rc3...v5.3.0 )
Updates `torch` from 2.8.0 to 2.12.1
- [Release notes](https://github.com/pytorch/pytorch/releases )
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md )
- [Commits](https://github.com/pytorch/pytorch/compare/v2.8.0...v2.12.1 )
---
updated-dependencies:
- dependency-name: transformers
dependency-version: 5.3.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.3.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.3.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: torch
dependency-version: 2.12.1
dependency-type: direct:production
dependency-group: pip
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-07-02 11:33:49 +00:00
20d156feb3
Fix typo in Jupyter environment section
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Quick typo fix
2026-06-18 16:23:14 -07:00
d50f8f765f
fix: correct requirements-torch typo and update gensim version in lesson 5-NLP
2026-05-20 12:30:49 +05:45
86d1f9c661
fix: V-003 security vulnerability
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Automated security fix generated by Orbis Security AI
2026-05-17 03:42:07 +00:00
7b8111f83b
chore(deps): bump the pip group across 4 directories with 1 update
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Bumps the pip group with 1 update in the / directory: [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 1 update in the /.devcontainer directory: [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 1 update in the /binder directory: [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 1 update in the /lessons/5-NLP directory: [pillow](https://github.com/python-pillow/Pillow ).
Updates `pillow` from 12.1.1 to 12.2.0
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0 )
Updates `pillow` from 12.1.1 to 12.2.0
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0 )
Updates `pillow` from 12.1.1 to 12.2.0
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0 )
Updates `pillow` from 12.1.1 to 12.2.0
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0 )
---
updated-dependencies:
- dependency-name: pillow
dependency-version: 12.2.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.2.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.2.0
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.2.0
dependency-type: direct:production
dependency-group: pip
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-04-20 15:39:42 +00:00
7f7fc8e435
chore(deps): bump the pip group across 4 directories with 2 updates
...
Bumps the pip group with 2 updates in the / directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 1 update in the /.devcontainer directory: [nltk](https://github.com/nltk/nltk ).
Bumps the pip group with 2 updates in the /binder directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Bumps the pip group with 2 updates in the /lessons/5-NLP directory: [nltk](https://github.com/nltk/nltk ) and [transformers](https://github.com/huggingface/transformers ).
Updates `nltk` from 3.9.3 to 3.9.4
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.3...3.9.4 )
Updates `transformers` from 4.53.0 to 5.0.0rc3
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v4.53.0...v5.0.0rc3 )
Updates `nltk` from 3.9.3 to 3.9.4
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.3...3.9.4 )
Updates `nltk` from 3.9.3 to 3.9.4
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.3...3.9.4 )
Updates `transformers` from 4.53.0 to 5.0.0rc3
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v4.53.0...v5.0.0rc3 )
Updates `nltk` from 3.9.3 to 3.9.4
- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog )
- [Commits](https://github.com/nltk/nltk/compare/3.9.3...3.9.4 )
Updates `transformers` from 4.53.0 to 5.0.0rc3
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v4.53.0...v5.0.0rc3 )
---
updated-dependencies:
- dependency-name: nltk
dependency-version: 3.9.4
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.0.0rc3
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.9.4
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.9.4
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.0.0rc3
dependency-type: direct:production
dependency-group: pip
- dependency-name: nltk
dependency-version: 3.9.4
dependency-type: direct:production
dependency-group: pip
- dependency-name: transformers
dependency-version: 5.0.0rc3
dependency-type: direct:production
dependency-group: pip
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-04-08 06:25:23 +00:00
9e39f4cfea
Fix nltk vulnerabilities: upgrade all pins to 3.9.3
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2026-02-27 07:02:23 +00:00
1aa489d6d6
Replace deprecated Microsoft Concept Graph API with ConceptNet in lessons/2-Symbolic
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2026-02-27 06:58:23 +00:00
9865a6f80c
chore(deps): bump the pip group across 4 directories with 2 updates
...
Bumps the pip group with 2 updates in the / directory: [keras](https://github.com/keras-team/keras ) and [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 2 updates in the /.devcontainer directory: [keras](https://github.com/keras-team/keras ) and [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 2 updates in the /binder directory: [keras](https://github.com/keras-team/keras ) and [pillow](https://github.com/python-pillow/Pillow ).
Bumps the pip group with 1 update in the /lessons/5-NLP directory: [pillow](https://github.com/python-pillow/Pillow ).
Updates `keras` from 3.13.1 to 3.13.2
- [Release notes](https://github.com/keras-team/keras/releases )
- [Commits](https://github.com/keras-team/keras/compare/v3.13.1...v3.13.2 )
Updates `pillow` from 10.4.0 to 12.1.1
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/10.4.0...12.1.1 )
Updates `keras` from 3.13.1 to 3.13.2
- [Release notes](https://github.com/keras-team/keras/releases )
- [Commits](https://github.com/keras-team/keras/compare/v3.13.1...v3.13.2 )
Updates `pillow` from 10.4.0 to 12.1.1
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/10.4.0...12.1.1 )
Updates `keras` from 3.13.1 to 3.13.2
- [Release notes](https://github.com/keras-team/keras/releases )
- [Commits](https://github.com/keras-team/keras/compare/v3.13.1...v3.13.2 )
Updates `pillow` from 10.4.0 to 12.1.1
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/10.4.0...12.1.1 )
Updates `pillow` from 10.3.0 to 12.1.1
- [Release notes](https://github.com/python-pillow/Pillow/releases )
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst )
- [Commits](https://github.com/python-pillow/Pillow/compare/10.4.0...12.1.1 )
---
updated-dependencies:
- dependency-name: keras
dependency-version: 3.13.2
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.1.1
dependency-type: direct:production
dependency-group: pip
- dependency-name: keras
dependency-version: 3.13.2
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.1.1
dependency-type: direct:production
dependency-group: pip
- dependency-name: keras
dependency-version: 3.13.2
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.1.1
dependency-type: direct:production
dependency-group: pip
- dependency-name: pillow
dependency-version: 12.1.1
dependency-type: direct:production
dependency-group: pip
...
Signed-off-by: dependabot[bot] <support@github.com>
2026-02-19 19:31:47 +00:00
d73cadef0f
Merge pull request #594 from ShaneHeX/pyknow2experta
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Lesson 2 Animals.ipynb dependent pyknow library is deprecated
2026-01-14 08:27:01 +00:00
415700268d
Merge pull request #595 from ShaneHeX/ontology_content_align
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Lesson 2 READM.md Align the content in documents and images
2026-01-14 08:26:00 +00:00
4f614c6f1c
Lesson 2 READM.md Align the content in documents and images
2026-01-01 21:51:34 +08:00
1bcb2489ab
Lesson 2 Animals.ipynb dependent pyknow library is deprecated, change library to a compatible version.
2026-01-01 09:02:36 +00:00
b38bef4ddc
Update how-to-run.md
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Updating minor items:
1. Added missing words for sentence completion
2. Instances of sentence re-wording for clarity
3. Re-wording to remove writer first-person content
2025-12-22 10:41:55 -07:00
087d6364f7
Merge pull request #576 from sunnynagavo/patch-1
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Fix dataset path in Perceptron notebook
2025-12-12 17:45:33 +00:00
59be7867d5
Fix links in setup.md for curriculum usage
2025-11-25 05:16:54 -08:00
93665532fd
Fix dataset path in Perceptron notebook
2025-11-25 05:07:27 -08:00
b5aaeeb689
Merge pull request #570 from MasoudFallahpour/patch-1
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Fix typo in assignment.md
2025-11-18 20:25:50 +00:00
1a38c6fff4
Fix grammar and wording in the intro lesson
2025-11-13 08:38:45 +01:00
d3bf98d741
Fix typo in assignment.md
2025-11-12 14:56:10 +01:00
b900bc3fae
Revise Microsoft Concept Graph API availability note
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Updated the description of the Microsoft Concept Graph to indicate that the API is no longer available.
2025-10-03 18:08:41 +01:00
0ece1a2b6e
Add interactive learning rate experiments and comparison visualizations
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2025-10-03 16:33:24 +00:00
d7ae722726
Add learning rate parameter to Perceptron training functions
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2025-10-03 16:21:23 +00:00
3d25bc780e
Merge pull request #550 from microsoft/fix250
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fix #250
2025-10-03 16:02:45 +01:00
23e23f7ea6
Update lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-10-03 16:01:10 +01:00
e095e89862
Update PetFaces dataset URL to Oxford-IIIT Pet Dataset
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- Replace broken Microsoft Azure URL with Oxford-IIIT Pet Dataset URL
- Update download command to use https://thor.robots.ox.ac.uk/~vgg/data/pets/images.tar.gz
- Update extraction commands to handle images.tar.gz instead of petfaces.tar.gz
- Add code to organize images by breed (Oxford dataset uses filename-based organization)
- Update documentation to explain the dataset structure
- Applied changes across all 49 language translations
Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2025-10-03 14:19:06 +00:00
635bde18d1
fix #250
2025-10-03 15:17:54 +01:00
badc35cac5
Fix AttributeError for GloVe vocab in encode function
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2025-10-03 13:10:36 +00:00
ab98173e7f
Fix ValueError in main Perceptron.ipynb for NumPy 2.x compatibility
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Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
2025-10-03 12:48:59 +00:00
b8e5c994cb
Fix terminology in neuron model description
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Corrected terminology regarding neurons and their functions. fix issue #431
2025-10-03 13:38:45 +01:00
66cd450932
Update README.md
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fix issue #532
2025-10-03 08:14:34 +01:00
0f2dfa56f6
Use new links for Pre-lecture quiz and Post-lecture quiz
2025-09-23 00:56:57 +02:00
314f8b8b17
Merge pull request #452 from MiK-Kom4/fix-gray-cmap
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Fix: display grayscale image using cmap='gray'
2025-09-07 15:46:31 +01:00
21e7a9a836
Merge pull request #448 from Kedarinath1502/patch-1
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Update README.md
2025-09-07 15:25:02 +01:00
6c6e81164d
Merge pull request #453 from RushilJalal/patch-1
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Update README.md: fix typo
2025-08-28 23:19:20 +01:00
483b3acbcb
Merge pull request #472 from jnayegandhi/main
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Need to specify encoding as underlying data is not utf-8.
2025-08-28 23:18:17 +01:00
44c3da1c41
Bump torch from 2.6.0 to 2.8.0 in /lessons/5-NLP
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Bumps [torch](https://github.com/pytorch/pytorch ) from 2.6.0 to 2.8.0.
- [Release notes](https://github.com/pytorch/pytorch/releases )
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md )
- [Commits](https://github.com/pytorch/pytorch/compare/v2.6.0...v2.8.0 )
---
updated-dependencies:
- dependency-name: torch
dependency-version: 2.8.0
dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
2025-08-23 16:51:16 +00:00
f4610435d2
Merge pull request #474 from microsoft/dependabot/pip/lessons/5-NLP/transformers-4.53.0
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Bump transformers from 4.50.0 to 4.53.0 in /lessons/5-NLP
2025-08-23 17:50:14 +01:00
8a45e856cf
Merge pull request #450 from microsoft/dependabot/pip/lessons/5-NLP/torch-2.6.0
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Bump torch from 1.13.1 to 2.6.0 in /lessons/5-NLP
2025-08-20 16:26:11 -04:00
27641a4290
Bump transformers from 4.50.0 to 4.53.0 in /lessons/5-NLP
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Bumps [transformers](https://github.com/huggingface/transformers ) from 4.50.0 to 4.53.0.
- [Release notes](https://github.com/huggingface/transformers/releases )
- [Commits](https://github.com/huggingface/transformers/compare/v4.50.0...v4.53.0 )
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updated-dependencies:
- dependency-name: transformers
dependency-version: 4.53.0
dependency-type: direct:production
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Signed-off-by: dependabot[bot] <support@github.com>
2025-08-20 16:21:30 +00:00
e4defc108f
Need to specify encoding as underlying data is not utf-8.
2025-08-10 23:32:29 -04:00
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