rubicon-ml

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fix whitesource failures

1

## What * adds `numpy` to setup.cfg and edgetest config to hopefully stop whitesource from [failing](https://github.com/capitalone/rubicon-ml/runs/7952837318) * `numpy` 1.23 is not yet compatible with `numba`, so we're pinned to 1.22...

ryanSoley

**Is your feature request related to a problem? Please describe** after seeing the [DataProfiler](https://github.com/capitalone/DataProfiler) demo at PyCon, we decided we could show an example of rubicon tracking data profiles over...

ryanSoley

Validate fspec backends work with Rubicon

1

Rubicon-ml leverages [fsspec](https://filesystem-spec.readthedocs.io/en/latest/) for persistence. This issue includes: 1. Determine which fsspec backends apply to rubicon 2. Validate each backend works with rubicon-ml 3. add working backends to docs

shania-m

**Is your enhancement request related to a problem? Please describe** A clear and concise description of what the problem is. Ex. I wish I could use Rubicon to do [...]....

shania-m

create a new example for `intake` enhancements

1

**Is your documentation request related to a problem? Please describe** the `intake` integration is currently only mentioned on the landing page and in the quick look **Describe the solution you'd...

ryanSoley

Specifying Validation Patterns

1

**Is your enhancement request related to a problem? Please describe** I would like to have a pattern for specifying validations with Rubicon. **Describe the solution you'd like** For example, when...

shania-m

**Is your feature request related to a problem? Please describe** [Optuna](https://optuna.readthedocs.io/en/stable/index.html) is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user...

mmccarty

**Is your enhancement request related to a problem? Please describe** after #172, the experiments represented by an `intake` catalog may span multiple filesystems. the current user may not have access...

ryanSoley

launch dashboard from `intake` catalogs

2

**Is your enhancement request related to a problem? Please describe** some users aren't going to want to look at `rubicon-ml` objects, they're gonna want things like CSVs or a dashboard...

ryanSoley

**Is your enhancement request related to a problem? Please describe** complex Plotly plots, like ones with many traces or that were composed via `plotly.subplots.make_subplots`, do not always show up correctly...

ryanSoley