Problem

If we pass a Path instance of pathlib to aim.Session(repo=path_repo), the path is silently converted to ''.

Solution

I would suggest editing clean_repo_path in aim.engine.utils.

Simply add:

def clean_repo_path(repo_path: str) -> str:
    if isinstance(repo_path, pathlib.Path):
        repo_path = str(repo_path)

We might also use `pathlib

📓 Documentation Update

What part of documentation was unclear or wrong?
In https://github.com/airctic/icevision/blob/master/icevision/tfms/README.md
The hyperlink around "aug_tfms" 404's.
Two example images near the bottom do not exist.

Describe the solution you'd like
Proper links and images where they're supposed to be. Where can I find more about "aug_tfms"? What are t

We should support the pseudo-derivative used in Bellec et al. 2018 and subsequent
work by other authors as implemented for example here:

https://github.com/IGITUGraz/eligibility_propagation/blob/efd02e6879c01cda3fa9a7838e8e2fd08163c16e/Figure_3_and_S7_e_prop_tutorials/models.py#L40-L70

It has the advantage that it naturally lead to sparse gradients and therefore is a good alternative
to f

It is always good to have more options to choose. So it would be a good idea to add more schedulers. The steps are the following:

• in conf/scheduler add a config for a new scheduler
• if this scheduler requires some other library, update requirements
• run tests to check that everything works

Example: https://github.com/Erlemar/pytorch_tempest/blob/master/conf/scheduler/cyclic.yaml
`