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Sample code for the blog post "Experiment Tracking from 0 to 1 in 2 lines of code"

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Experiment Tracking

This repository is accompanying a blog post that shows how to run your machine learning training code in MLRun, one of the most popular open-source MLOps framework.

  • keras-cifar10-original-train-code.ipynb
  • keras-cifar10-original-train-code-with-2-added-lines.ipynb
  • keras-cifar10-training-w-mlrun.ipynb

keras-cifar10-original-train-code-with-2-added-lines.ipynb shows 2 additional lines of code to the original notebook

keras-cifar10-training-w-mlrun.ipynb shows how to set up and run the training job in MLRun.

When you run the training job in MLRun, you get all the experiment tracking seemlessly.

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Sample code for the blog post "Experiment Tracking from 0 to 1 in 2 lines of code"

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