dvclive
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iterative
📈 Log and track ML metrics, parameters, models with Git and/or DVC
Related: https://github.com/iterative/dvc/issues/10198, https://github.com/iterative/vscode-dvc/issues/4917 We need a way to log bounding boxes (and maybe later other annotations like segmentation masks) for images saved with dvclive. # p1 The API can look...
- [ ] Deprecate https://github.com/iterative/dvclive/blob/main/src/dvclive/huggingface.py (replaced by `transformers.integrations.DVCLiveCallback`) - [ ] Cache dvclive directory by default? See #703
The system metrics should be plotted with `timestamp` rather than `step`. TODO list: - [ ] Live should save in the dvcyaml: ``` metrics: - dvclive/metrics.json plots: - dvclive/plots/metrics: x:...
There are several scenarios where it's not realistic to work in a git repo: * Databricks * Google colab * SageMaker training jobs People may run notebooks or jobs in...
All the user facing methods should have little code snippet that the user can just copy/paste into its own code. Context: https://github.com/iterative/dvclive/pull/767#issuecomment-1934648059
Most of the path arguments handle both `str` and `pathlib.Path` object. It is not the case for `Live`'s `dvcyaml` while it should probably be.
I'm running into a strange bug whenever `Live.log_artifact` tries to raise a warning or error with `tensorflow` imported. It should be reproducible below (`tensorflow==2.13.0`, `dvc==3.38.1`, and `dvclive==3.5.1`) as long as...
Dear dvc team, in the discord I recently posted a question about using a foreach loop and realized that my intended way of using foreach might not be supported (yet)....
When people start using `Live.log_plot()`, they could struggle with getting an expected visualization because of 2 reasons 1. `log_plot()` is very opinionated about the data format required for every template...
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...
