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TensorFlow model training and export v1.0.0

Use this resource to train, evaluate and export a neural network with TensorFlow and Keras

New

  • 504 downloads
  • 193 likes
  • 158 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install tensorflow-keras-training-serving

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes or reviews a TensorFlow and Keras project: tf.data input pipeline, model definition and training, checkpoint and early-stopping callbacks, evaluation and export for serving. You get a project split into clear stages.

Mostly picked by

Updated November 2, 2026

Card for the “TensorFlow model training and export” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: workflow and project structure
  • SKILL.md: tf.data pipeline, model and training
  • SKILL.md: evaluation, deployment and common mistakes

Good fit for

  • You train a classification model on your data
  • You want to export a Keras model for serving

Not for

    Tags

    • tensorflow
    • keras
    • tf.data
    • training

    About

    You say

    “Write the tf.data pipeline and training loop for an image classifier with early stopping.”

    Card for the “TensorFlow model training and export” skill

    Skill published by mindrally under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to train, evaluate and export a neural network with TensorFlow and Keras
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10 KB

    Origin and licence

    Listed unmodified

    Author
    mindrally
    Source
    github.com/mindrally/skills/tree/7682ca77710e0971eab4e0ae5dddfa281aea0ba5/tensorflow-deep-learning
    Licence
    Apache-2.0

    Notice

    « tensorflow-deep-learning » (mindrally, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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