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Add Aeromancy, adjust MLFlow capitalization #102

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merged 2 commits into from
Jul 24, 2024
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@dmcc dmcc commented Jul 16, 2024

What is this tool for?

Aeromancy is an experiment tracker which aims to maximize reproducibility while minimizing friction.

What's the difference between this tool and similar ones?

It's built on top of Weights and Biases, so has many similarities there. The main difference is that it enforces more reproducible experiments through various mechanisms (e.g., all tracked experiments are run within a Docker container to ensure a reproducible environment, it forces you to check in your code so there's an easy reference for what you ran, and data artifacts must be immutable and versioned in datastores).

Please let me know if you have any questions or if I can expand on anything here!


Anyone who agrees with this pull request could submit an Approve review to it.

@kelvins kelvins merged commit 3bbf378 into kelvins:main Jul 24, 2024
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2 participants