Aditionnal parameters for the edsnlp.tune function

[LucasDedieu]

Description

Following issue 457

edsnlp.tune now have a new parameter pruning_params:

• A dictionnary with two parameters:
  {'n_startup_trials' = 5, 'n_warmup_steps'=5}
• If not specified, pruning is disabled (default behavior).

Checklist

• If this PR is a bug fix, the bug is documented in the test suite.
• Changes were documented in the changelog (pending section).
• If necessary, changes were made to the documentation (eg new pipeline).

[github-actions]

Docs preview URL

https://edsnlp-fixtuning31102025.vercel.app/

[sonarqubecloud]

Quality Gate passed

Issues
1 New issue
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud