Pynuml

Latest version: v23.11.0

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23.11.0

What's Changed
* safeguard event table access by vhewes in https://github.com/vhewes/pynuml/pull/57
* add proton decay event labelling by vhewes in https://github.com/vhewes/pynuml/pull/58
* update to dev version by vhewes in https://github.com/vhewes/pynuml/pull/59
* add metadata file for conda package by vhewes in https://github.com/vhewes/pynuml/pull/60
* add D meson labelling by vhewes in https://github.com/vhewes/pynuml/pull/61
* update documentation by vhewes in https://github.com/vhewes/pynuml/pull/62
* update documentation to use mamba command by vhewes in https://github.com/vhewes/pynuml/pull/63
* Update graph plotting utilities by vhewes in https://github.com/vhewes/pynuml/pull/64
* add summary printout for Event class by vhewes in https://github.com/vhewes/pynuml/pull/65
* check for integral outliers by vhewes in https://github.com/vhewes/pynuml/pull/68
* Add multiple scattering to the standard labeler by Will-D2099 in https://github.com/vhewes/pynuml/pull/66
* fix Delaunay edge processing by vhewes in https://github.com/vhewes/pynuml/pull/69

New Contributors
* Will-D2099 made their first contribution in https://github.com/vhewes/pynuml/pull/66

**Full Changelog**: https://github.com/vhewes/pynuml/compare/v23.9.0...v23.11.0

23.9.0

What's Changed
* label charged tau as HIP by vhewes in https://github.com/vhewes/pynuml/pull/54
* switch to nu_vtx_corr by cerati in https://github.com/vhewes/pynuml/pull/55
* update to v23.9.0 by vhewes in https://github.com/vhewes/pynuml/pull/56

New Contributors
* cerati made their first contribution in https://github.com/vhewes/pynuml/pull/55

**Full Changelog**: https://github.com/vhewes/pynuml/compare/v23.8.0...v23.9.0

23.8.0

What's Changed
* add nutau label for FlavorLabels class by quam13 in https://github.com/vhewes/pynuml/pull/47
* remove outdated documentation by vhewes in https://github.com/vhewes/pynuml/pull/48
* remove outdated scripts by vhewes in https://github.com/vhewes/pynuml/pull/49
* add script for installing ph5concat by vhewes in https://github.com/vhewes/pynuml/pull/50
* updates to plotting by vhewes in https://github.com/vhewes/pynuml/pull/51
* add second dimension to 3D vertex truth by vhewes in https://github.com/vhewes/pynuml/pull/52
* bump to version 23.8.0 by vhewes in https://github.com/vhewes/pynuml/pull/53


**Full Changelog**: https://github.com/vhewes/pynuml/compare/v23.7.0...v23.8.0

23.7.0

What's Changed
* add vertex labels to graph object by vhewes in https://github.com/vhewes/pynuml/pull/44
* update graph plotting by vhewes in https://github.com/vhewes/pynuml/pull/45
* update to version 23.7.0 by vhewes in https://github.com/vhewes/pynuml/pull/46


**Full Changelog**: https://github.com/vhewes/pynuml/compare/v23.6.1...v23.7.0

23.6.1

this release fixes a bug with disambiguating scalar values from empty tensors when reading data from HDF5 compound data groups

23.6.0

labelling changes
- minor additions to particle types and physics processes in standard semantic labelling
- added new neutrino flavor event labeller

processing changes
- hit graph processing:
- number of nexus nodes now stored as `num_nodes` attribute instead of empty feature tensor
- changes to truth labels: instead of storing truth labels as `y_f`, `y_s` and `y_i` for filter, semantic and instance labels respectively, we now only store `y_semantic` and `y_instance`. instead of being masked down to only the filtered hits, they are now stored for every hit, and filtered hits are assigned a label of `-1`, which is then filtered during loss calculation using `ignore_index`. the filter labels are now generated by generating a boolean mask, ie. `(y_semantic != -1).float()`.
- updated `labeller` to `semantic_labeller` and added additional `event_labeller` option

other changes
- added `plotly` dependency for graph plotting
- added readthedocs documentation

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