Beth Cimini

[FEATURE] - better documentation of and/or integration for use with training-run-tracking tools

1

**Is your feature request related to a problem? Please describe.** We love making Cellpose models, like, a lot, but especially on the trickier ones, it can be hard to remember...

I think we can do this, and it would be nice for more "experimental" setups

We'll need to figure out some clever logic to figure out whether it's an old or new structure, and/or some non-clever `try except` logic

Look into new role creation

1

AWS has changed their role creation thing AGAIN, so setup is now harder than it was. They do now offer "use cases" though, one of which is EC2 - Fleet,...

Need to update queue code

6

``` /home/ubuntu/.pyenv/versions/3.8.10/lib/python3.8/site-packages/botocore/client.py:625: FutureWarning: The sqs client is currently using a deprecated endpoint: queue.amazonaws.com. In the next minor version this will be moved to sqs.us-east-1.amazonaws.com. See https://github.com/boto/botocore/issues/2705 for more details ```

Add extra args to collate to handle edge cases

8

# Description Collate handles the standard cases pretty well at this point, but there are a number of edge cases I've been writing extra code in my own fork to...

### Feature type - [X] Add new functionality - [ ] Change existing functionality ### General description of the proposed functionality Sometimes, technical issues on either the wet or dry...

Feature idea- subset before normalization

5

Briefly: we've run into a situation where we're testing a matrix of conditions [cell type x treatment x dose], and we may want to normalize to one axis of the...