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Neptune + Keras integration\n\nExperiment tracking for Keras-trained models.\n\n## What will you get with this integration?\n\n* Log, organize, visualize, and compare ML experiments in a single place\n* Monitor model training live\n* Version and query production-ready models and associated metadata (e.g., datasets)\n* Collaborate with the team and across the organization\n\n## What will be logged to Neptune?\n\n* hyperparameters for every run,\n* learning curves for losses and metrics during training,\n* hardware consumption and stdout/stderr output during training,\n* TensorFlow tensors as images to see model predictions live,\n* training code and Git commit information,\n* model weights,\n* [other metadata](https://docs.neptune.ai/logging/what_you_can_log)\n\n![image](https://docs.neptune.ai/img/app/integrations/keras.png)\n*Example charts in the Neptune UI with logged accuracy and loss*\n\n## Resources\n\n* [Documentation](https://docs.neptune.ai/integrations/keras)\n* [Code example on GitHub](https://github.com/neptune-ai/examples/blob/main/integrations-and-supported-tools/tensorflow-keras)\n* [Runs logged in the Neptune app](https://neptune.ai/resources/tensorflow-keras-integration-example)\n* [Run example in Google Colab](https://colab.research.google.com/github/neptune-ai/examples/blob/master/integrations-and-supported-tools/keras/notebooks/Neptune_Keras.ipynb)\n\n## Example\n\nOn the command line:\n\n```\npip install neptune-tensorflow-keras\n```\n\nIn Python:\n\n```python\nimport neptune\nfrom neptune.integrations.tensorflow_keras import NeptuneCallback\n\n# Start a run\nrun = neptune.init_run(\n    project=\"common/tf-keras-integration\",\n    api_token=neptune.ANONYMOUS_API_TOKEN,\n)\n\n# Create a NeptuneCallback instance\nneptune_cbk = NeptuneCallback(run=run)\n\n# Pass the callback to model.fit()\nmodel.fit(\n    ...,\n    callbacks=[neptune_cbk],\n)\n\n# Stop the run\nrun.stop()\n```\n\n## Support\n\nIf you got stuck or simply want to talk to us, here are your options:\n\n* Check our [FAQ page](https://docs.neptune.ai/getting_help)\n* You can submit bug reports, feature requests, or contributions directly to the repository.\n* Chat! When in the Neptune application click on the blue message icon in the bottom-right corner and send a message. A real person will talk to you ASAP (typically very ASAP),\n* You can just shoot us an email at support@neptune.ai\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneptune-ai%2Fneptune-tensorflow-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneptune-ai%2Fneptune-tensorflow-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneptune-ai%2Fneptune-tensorflow-keras/lists"}