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Build-related tools for TensorFlow

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(old and completed ideas have been removed from this list) - [ ] Add toggle to use shapes instead of squares - [ ] Add pending status support for Kokoro...

- For the zentf Build, updating the release link to PYPI.

Bumps [gunicorn](https://github.com/benoitc/gunicorn) from 20.0.4 to 22.0.0. Release notes Sourced from gunicorn's releases. Gunicorn 22.0 has been released Gunicorn 22.0.0 has been released. This version fix the numerous security vulnerabilities. You're...

dependencies

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 2.2.3 to 3.0.3. Release notes Sourced from werkzeug's releases. 3.0.3 This is the Werkzeug 3.0.3 security release, which fixes security issues and bugs but does not otherwise...

dependencies

Bumps [jinja2](https://github.com/pallets/jinja) from 2.11.3 to 3.1.4. Release notes Sourced from jinja2's releases. 3.1.4 This is the Jinja 3.1.4 security release, which fixes security issues and bugs but does not otherwise...

dependencies

The entire installation of jupyter and tensorflow is done as user ${TENSORFLOW_USER} with pip. Folder /home/${TENSORFLOW_USER}/.local/bin is added to the environment variable PATH. A notebook folder /home/${TENSORFLOW_USER}/notebooks is created and...

Instead of the hardcoded "/tf" a variable ${TENSORFLOW_NOTEBOOK_DIR} should be used. When I derived my own image from one of yours I let jupyter notebook run as non-root user and...

sig build dockerfiles

PR updates Go install guide and Dockerfile in example for TF 2.16.1 release.

Is it a deliberate choise to install and run Jupyter in system python3 (3.10 on ubuntu 22.04) and not the fresh installed python 3.11? From the nightly jupyter build: `RUN...

sig build dockerfiles