David de la Iglesia Castro

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

Add DVCLive + PyTorchLightning + Optuna example.

1

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

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

codecov: `lightning` coverage wrongly reported as 0

2

For some reason, `codecov` is reporting the lightning integration as 0% coverage, even though there is https://github.com/iterative/dvclive/blob/main/tests/test_frameworks/test_lightning.py . I suspect this is related to the hacks we do in the...

integrations: Evidently

19

Probably no need to build anything custom but just make an example using the Python API. Example with MLFlow: https://docs.evidentlyai.com/integrations/evidently-and-mlflow

https://github.com/Galileo-Galilei/kedro-mlflow

live: Stop treating internal `step` as a metric.

3

Apart from being cleaner from a software perspective, it has been also discussed that it can introduce confusion from the UI perspective as it introduces an index that might not...

More info: - https://docs.zenml.io/component-gallery/experiment-trackers/custom

studio: Don't try to send `data` events if DVC `start` event failed.

3

When using DVCLive inside a stage being executed by `dvc exp run`, we still try to send `data` events on every step even if the `start` event sent by DVC...

Thanks for making an example! 🙏Would like to propose some additions if you don´t mind. I can´t comment directly due to the notebook nature, so hopefully this can help. If...