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📚 Updated README with grammatical improvements ✍️

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✨ Added some grammatical changes to the README file to improve clarity and readability. ✏️ Fixed minor spelling and punctuation errors. 📝 Updated sentences for better flow. 🎉 Overall improvement...

Emmanuel10701

Fixed the code in transfer_learning_with_hub.ipynb

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https://www.tensorflow.org/tutorials/images/transfer_learning_with_hub document is failing in the Tensorflow v2.18 which contains Keras3.0. Modified the code to the Keras2.0. Kindly find the [gist](https://colab.research.google.com/gist/tilakrayal/a437f436540f2e799c37102e2fe7904b/transfer_learning_with_hub.ipynb) for the reference. Fixes #https://github.com/tensorflow/tensorflow/issues/83279

tilakrayal

Update reset_states() -> reset_state() in Custom Training Loops Tutorials

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As title. This is to fix the following: ``` --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) [](https://localhost:8080/#) in () 33 test_accuracy.result() * 100)) 34 ---> 35 test_loss.reset_states() 36 train_accuracy.reset_states() 37...

james47

Update tf2_image_retraining.ipynb

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Hi 👋 While working through the tutorials, I ran into an hiccup with `tf2_image_retraining.ipynb`: ``` /usr/local/lib/python3.10/dist-packages/keras/src/layers/core/input_layer.py:26: UserWarning: Argument `input_shape` is deprecated. Use `shape` instead. warnings.warn( --------------------------------------------------------------------------- ValueError Traceback (most recent...

guidoiaquinti

Add recent contributors section to CONTRIBUTING

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Added a "Recent Contributors" section to CONTRIBUTING.md to recognize new contributors. This is my first contribution to TensorFlow documentation.

PradhyumnPokala

docs: add 3.13 python support to notes

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clintonsteiner

Ci updates

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clintonsteiner

fix: use dynamic label names for inference to match training dataset

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Previously, the inference section used a hardcoded list of labels: ['no', 'yes', 'down', 'go', 'left', 'up', 'right', 'stop'], which may not match the order of class names in `train_ds.class_names`. This...

Mani-Babapour

This pull request updates the project's GitHub Actions workflows to use the latest versions of key actions for improved security and compatibility. Additionally, it updates the Contributor License Agreement (CLA)...

DhanushPillay

Improve markdown formatting for better readability

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This PR improves the formatting of markdown files across the repository. - Standardized headings and bullet points. - Fixed inconsistent spacing and line breaks. - Improved readability for contributors and...

sepehr21ar