dvclive
dvclive copied to clipboard
iterative
📈 Log and track ML metrics, parameters, models with Git and/or DVC
> do we need to store these tokens stored somewhere in "${XDG_DATA_HOME:-$HOME/.local/share}/dvclive/credentials.toml"? To be able to cache them and not care about setting them all time. > from @mvshmakov
* [ ] ❗ I have followed the [Contributing to DVCLive](https://github.com/iterative/dvclive/blob/master/CONTRIBUTING.md) guide. * [ ] 📖 If this PR requires [documentation](https://dvc.org/doc) updates, I have created a separate PR (or issue,...
We left it here for compatibility until DVC 3.0 release but given that DVC already has a minimum version cap for DVCLive we can drop the code on this side...
See https://github.com/iterative/example-repos-dev/blob/b8a8f0af39b88c735af0b8065c37b609242b53ed/example-get-started/code/src/evaluate.py#L61. I have to keep two separate live instances to be able to log sklearn plots for both train and test data because there's no way to create multiple...
Hey, are you guys planning on supporting other languages, aside from python? We have some machine learning projects that are using Rust, for example.
With lazily, I mean when doing a filesystem operation on that path, it will try to `os.mkdir` instead of creating on a constructor. https://github.com/iterative/dvclive/blob/2d61715cfcf662908facc942416ac8d6a6006f76/src/dvclive/live.py#L78 I noticed this when there were...
Follow up to #310 > Before creating the experiment ref, DVCLive should write to a `dvc.yaml` file inside the `Live` directory, which should configure parameters, metrics, and plots logged by...
E.g. in the Lighting logger there is call: ``` @rank_zero_only def log_hyperparams(self, params, *args, **kwargs): pass ``` should we utilize it to automatically track things? Edit: add checkboxes per framework...
Depends on https://github.com/iterative/dvc/issues/6746. If DVC is installed, DVCLive should be able to create an experiment ref. This should be possible by either: 1. Making `Live` a context manager invoked by...
Render the report inline within a notebook instead of in a separate HTML/mardown document. Should be prioritized after we have a basic DVCLive-only workflow for parameters/metrics/plots.