Dave Berenbaum
Dave Berenbaum
_Originally posted by @drjasonharrison in https://github.com/iterative/dvc/issues/1416#issuecomment-1058411956_ I'm just starting with DVC and there may be more correct ways to do what I have initially came up with, but since I...
From https://github.com/iterative/dvc.org/pull/3812#discussion_r931002653: > > Is it a performance optimization? > > It no longer is, or will no longer be of performance concern. We didn't have `--untracked-files=normal` support in dulwich...
> Suggestion from @mattseddon is to use the `State` column with something like 'Starting'. @pmrowla Thoughts? Yes we can do this, but it will require some work on the core...
Hydra can also be used to compose configuration from multiple files (see [https://hydra.cc/docs/intro/#composition-example](https://hydra.cc/docs/intro/#composition-example) for an example). DVC can use Hydra to update `params.yaml` at runtime, providing more flexible project configuration....
Hydra also allows for running hyperparameter sweeps. Using Hydra, the same could be supported in DVC (see [https://hydra.cc/docs/intro/#multirun](https://hydra.cc/docs/intro/#multirun)): ```bash $ dvc exp run --set-param train=random_forest,gradient_boosting ``` _Originally posted by @dberenbaum...
When using [templating](https://dvc.org/doc/user-guide/project-structure/dvcyaml-files#templating), `null` values are substituted as the literal `None`. Can it instead substitute some valid YAML `null` tag?
> * `dvc exp show` should only include successfully completed experiments by default but should have options to include queued/failed items from the queue. (edit: `exp show --queued/--failed`) _Originally posted...
`dvc exp gc` has become redundant with `dvc exp remove`. It's confusing because: 1. Both commands do the same thing in different ways. 2. It doesn't actually `gc` the DVC-tracked...
There is no way to configure [flexible plots](https://github.com/iterative/dvc/issues/7086) from the CLI. `dvc plots modify` could be updated to take a plot name key as a target instead of only a...
In situations with checkpoint outputs along with other outputs (like plots and metrics), DVC persists only the checkpoint output and deletes the other outputs each checkpoint. In most cases, users...