Configs follow up

[OliviaLynn]

For #16

Items in this PR:

• Add config files for other two modnames mvitv2 and vitdet
• Updating var names and docstrings where cfg_loader is used; removing cfg_loader usage in predictors.py, loaders.py, trainers.py
• AstroPredictor (in astrodet.py) handled two cases: where the user has only yacs-style configs, and where they have both yacs and Lazy. The constructor is only called in the test/train scripts and demo_hsc notebook (and only demo_hsc reaches the removed yacs-only branch--which will be taken care of in the next PR)
  • Note: I only updated the astrodet in src/, and opened Duplicate astrodet/ directories #73 as I believe the top-level astrodet should be removed?
• Implemented "solo" versions of test_run_transformers, test_run_transformers_DC2, andtest_run_transformers_DC2_redshift. Need to add versions of:
  • Notebooks in this repo (next PR),
  • The rest of the test/train scripts, especially test_eval_model (next-next PR/related to Code re-org: unify the train scripts #17)
  • Notebooks in rail_deepdisc

For convenience, commands that run the solo scripts:

python solo_run_scripts/solo_test_run_transformers.py
python solo_run_scripts/solo_test_run_transformers.py --modname mvitv2 --run-name mvitv2_test
python solo_run_scripts/solo_test_run_transformers_DC2.py --data-dir ./tests/deepdisc/test_data/dc2/
python solo_run_scripts/solo_test_run_transformers_DC2.py --data-dir ./tests/deepdisc/test_data/dc2/ --modname mvitv2 --run-name mvitv2_test
python solo_run_scripts/solo_test_run_transformers_DC2_redshift.py --data-dir ./tests/deepdisc/test_data/dc2/
python solo_run_scripts/solo_test_run_transformers_DC2_redshift.py --data-dir ./tests/deepdisc/test_data/dc2/ --modname mvitv2 --run-name mvitv2_test

[codecov]

Codecov Report

Attention: 17 lines in your changes are missing coverage. Please review.

Comparison is base (a8888a1) 7.77% compared to head (7948791) 12.86%.
Report is 47 commits behind head on main.

Files	Patch %	Lines
src/deepdisc/astrodet/astrodet.py	0.00%	10 Missing ⚠️
src/deepdisc/training/trainers.py	0.00%	4 Missing ⚠️
src/deepdisc/inference/predictors.py	0.00%	2 Missing ⚠️
src/deepdisc/model/loaders.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff            @@
##            main      #66      +/-   ##
=========================================
+ Coverage   7.77%   12.86%   +5.08%     
=========================================
  Files         19       22       +3     
  Lines       3265     3451     +186     
=========================================
+ Hits         254      444     +190     
+ Misses      3011     3007       -4     

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