Dave Berenbaum

We are trying here a large dataset, since the smaller one looks unstable

Show experiments queue info

43

`dvc queue status` shows info about the experiments queue that wasn't available before: ```bash $ dvc queue status Task Name Created Status 065b468 02:07 PM Running e91aa40 02:07 PM Queued...

Only show relevant columns in experiments table

19

Similar to `dvc exp show --only-changed`, the experiments table should be able to show (either by default or through some option) only the columns where there are differences between experiments.

Story: Compare other branches and commits in plots and the experiments table

4

In the Plots and Experiments views, is it possible to compare the workspace or experiments to past commits or branches? Right now, it seems limited to experiments based on the...

CLI: too many `-c` arguments without enough detail about what's required

7

Examples from the docs: `$ mlem pack rf pip -c target=build/ -c package_name=example_mlem_get_started` `$ mlem apply-remote http test_x.csv -c host="0.0.0.0" -c port=8080 --json` `$ mlem create env heroku staging -c...

`mlem.api.ls` return type unclear

2

I think it would be helpful to have `mlem.api.ls()` return something easier to read/parse, especially because: * By default, mlem is now saving everything in `.mlem`, making it harder for...

In get started, the example shows `y_pred = apply("rf", "test_x.csv", method="predict_proba")` and below says to use `import` if your dataset is not saved as a mlem object. First, I tried...

Can we automatically add a `.dvcignore` in the live dir when html/markdown output is generated? I don't think anyone wants to track these with DVC, and they break patterns like...

`make_report`: how to handle manually written files

2

In https://github.com/iterative/example-repos-dev/pull/117, inserting a `live.make_report()` call will fail because there is a manually written `precision_recall.json` file in the live dir: ``` $ python src/evaluate.py model.pkl data/features INFO:dvclive:Report path (if generated):...

`html`: How to track/ignore it in DVC

6

After https://github.com/iterative/dvc.org/pull/3411, the easiest way to track plots in `dvc.yaml` is: ``` plots: - dvclive ``` However, this will track `dvclive/report.html`, which is generally not desired. Some options to handle...