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merge of batchtools into the development repository. #829

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jchen6727
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updates to batch (netpyne.batchtools) merged into netpyne dev branch.

* batch tools subpackage

* comm update

* new search methods

* fixed import issues

* updates comm, search

* search.py

* wrapper tools search

* update to batchtools

* codebase moved to netpyne batchtools

https://github.com/jchen6727/netpyne/tree/batch

* update to comm.py, runners.py

* update to search (kwargs)

* config update (should delete two keys @ end?)

* replace pubtk with batchtk for compatibility with pip

* update the submit (zsh->sh)

* update batchtools, submits

* fixed socket functionality for submits.py

* batchtools documentation

* minor updates- search
cfg.progressBar = 2 will display all progress bars
cfg.progressBar = 1 will call tqdm with progress bars w/ leave = 0
cfg.progressBar = 0 will disable the progress bar.
'sge' or 'sh' are valid options for the 'job_type' argument, not 'shell'
…tionary, fanova example started. batchtools.rst updated
update batch re: end user suggestion

can now initialize cfg with a dictionary:
``` Python
from netpyne.batchtools import specs
cfg = specs.SimConfig({'x': [None] * 4})
```

creates a new cfg such that it already has value x, e.g.
cfg.x = [None, None, None, None]

update to documentation with some minimal working examples (see https://github.com/suny-downstate-medical-center/netpyne/tree/batch/netpyne/batchtools/examples), esp. Rosenbrock w/ coupled parameters, nested parameters, etc.
fanova (large sample -- 625), running fanova analysis
cfg.py of CA3 including additional cfg settings to avoid confusion
@jchen6727 jchen6727 merged commit 91d8837 into suny-downstate-medical-center:development Aug 30, 2024
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