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Monte Carlo-based data analysis

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As far as I can tell the reason is that the modification of the hypo parameter's ranges does not check whether the new ranges are smaller than the original ones:...

... even though the `hash` property and the `include_attrs_for_hashes` method require it. This means that calling `hash` on any `PiStage` which doesn't define the member itself will fail (which is...

bug

While overhauling the `Analysis` class I noticed the following issues which I hoped someone would have some insights in: * What is the motivation for letting `nofit_hypo` reset free parameters...

bug

I think we should add `PISA_NUM_THREADS` env var. If `OMP_NUM_THREADS`, 'MKL_NUM_THREADS', and/or `NUMBA_NUM_THREADS` are not defined in the environment, then these should be set in the env to the value...

enhancement

Using the hypo_testing.py script with a pipeline containing osc.prob3gpu and reco.vbwkde delivers the following error: pycuda._driver.LogicError: cuFuncSetBlockShape failed: invalid resource handle This problem is probably related to https://github.com/WIPACrepo/pisa/blob/cake_pre_opensource/pisa/utils/gaussians.py : ```...

bug

Potentially interesting library that could be used to speed up slpine evaluations that we use at several different points in pisa (e.g. flux) https://github.com/EconForge/interpolation.py

enhancement

Tried orders of magnitude; only runs fully with 1e4 events or more. The 1e2 toy events file in pisa_examples now doesn't have enough events for that one to run to...

bug

When I try to run `pipeline.py` with the `example_vbwkde.cfg` I get the following error: ``` Stevens-MacBook-Pro-2:pisa steven$ python pisa/core/pipeline.py --pipeline pisa/resources/settings/pipeline/example_vbwkde.cfg --outdir OUTPUT/ProfileScans/MPHYS/ --png -v PISA running in double precision...

bug
test

This appeared in the code with PR #422 from @philippeller, I assume it's from @ts4051 ```python """ ... Parameters ---------- file_type : 'mc' or 'data' """ field_map = copy.deepcopy(self['field_map']) if...

enhancement
streamlining

This shows up e.g. when running `test_command_lines.sh` (towards the end). log binning stored in FP32 is loaded with PISA running in FP64, and this fails the check if the bin...

bug