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๐Ÿ“ˆ Log and track ML metrics, parameters, models with Git and/or DVC

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When inside a DVC repo, DVCLive should be able to automatically cache large outputs like plots and models without asking users to configure them in pipeline stage outputs.

p2-medium
A: dvc

An idea (that probably has been discussed a lot already), just want to come back to it, since it bothers me that I can't migrate fully / easy to the...

p1-important
discussion
A: checkpoints

The current ML Framework docs are more like an API Reference: https://dvc.org/doc/dvclive/ml-frameworks Try to set up more interesting examples for users to try out of the box

A: docs
A: frameworks

Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 4.1.1 to 4.2.0. Release notes Sourced from codecov/codecov-action's releases. v4.2.0 What's Changed chore(deps): update deps by @โ€‹thomasrockhu-codecov in codecov/codecov-action#1351 feat: allow for authentication via OIDC token by...

maintenance

https://python.langchain.com/en/latest/modules/callbacks/getting_started.html

feature request
p3-nice-to-have
A: frameworks

https://github.com/facebookresearch/detectron2/blob/main/detectron2/engine/hooks.py

feature request
p3-nice-to-have
A: frameworks

After the last update of mmdetection, I haven't found a way of implementing dvc. I have asked this question in the following Discord thread: https://discord.com/channels/485586884165107732/563406153334128681/1118032882624106529 Thank you very much in...

feature request
p3-nice-to-have
A: frameworks

https://www.pytorchlightning.ai/blog/using-optuna-to-optimize-pytorch-lightning-hyperparameters

A: docs
p3-nice-to-have
A: frameworks

Example logger: https://github.com/explosion/spacy-loggers#wandblogger

feature request
p3-nice-to-have
A: frameworks