data-centric

🚨🚨 Feature Request

• A new implementation (Improvement, Extension)

Is your feature request related to a problem?

Currently, if a user tries to access an index that is larger than the dataset length or tensor length, an internal error is thrown which is not easy to understand.

Description of the possible solution

We can catch the error and throw a more descriptive e

Currently find_label_issues docstring contains the following:

Tip: If you encounter the error 'pred_probs is not defined', try setting n_jobs = 1.

https://github.com/cleanlab/cleanlab/blob/e1d9ae4fcf95e802f4a8e112845929ee785705eb/cleanlab/filter.py#L257

Try to resolve this or provide clearer error message containing the tip when the error triggers.

Context

The package is providing the fork function. This function takes multiple functions and forwards the intermediate result to every of these functions. By this multiple independet branches are created that all consume the result of the previous pipeline step.

Description

Currently the fork function is executing the branches sequentially. It would be nice to have a version that