ADD: slurm support

[adamovanja]

this PR adds:

• bash script for running ritme on HPC with slurm
• fixes feature definition to be consistent (currently col_name starts with "F")
• attempts to reduce RandomForest search space such that models are trained quicker

[codecov]

Codecov Report

Attention: Patch coverage is 14.28571% with 12 lines in your changes are missing coverage. Please review.

Project coverage is 57.72%. Comparing base (202c31f) to head (2dd2deb).

❗ Current head 2dd2deb differs from pull request most recent head d8d0fad. Consider uploading reports for the commit d8d0fad to get more accurate results

Files	Patch %	Lines
q2_ritme/tune_models.py	0.00%	11 Missing ⚠️
q2_ritme/run_n_eval_tune.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #11      +/-   ##
==========================================
- Coverage   58.30%   57.72%   -0.58%     
==========================================
  Files          17       17              
  Lines         897      906       +9     
  Branches       84       86       +2     
==========================================
  Hits          523      523              
- Misses        369      378       +9     
  Partials        5        5              

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