Superphot-plus

**Full Changelog**: https://github.com/VTDA-Group/superphot-plus/compare/v0.0.5...v0.0.6

Full support for import of SuperRAENN, Superphot, and ParSNIP packages for other feature set generations.

What's Changed
* Small PR to allow manual input of sample means by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/150
* Update README.md by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/155
* Iminuit sampler by hombit in https://github.com/VTDA-Group/superphot-plus/pull/151
* Update paths to new git org. by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/157
* light-curve package based sampler by hombit in https://github.com/VTDA-Group/superphot-plus/pull/152
* Benchmarks for licu and iminuit samplers by hombit in https://github.com/VTDA-Group/superphot-plus/pull/160
* hotfix to allow old LCs to be read by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/161
* Add no-covers to fns calling alerce and antares by OliviaLynn in https://github.com/VTDA-Group/superphot-plus/pull/156
* Implement posteriors generator by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/162
* Remove tests for python 3.8 by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/165
* Major changes to accommodate addition of LightGBM to classifier suite by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/168
* Additional small changes by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/169
* Changed how groups of posterior features are stored for faster K-folds by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/170
* small changes by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/171
* Many object organization changes, finished incorporated external clas… by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/172
* Fixed superraenn API and added PACMAP by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/173


**Full Changelog**: https://github.com/VTDA-Group/superphot-plus/compare/v0.0.3...v.0.0.5

What's Changed
* Merge recent changes by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/100
* Fix some issues with the tutorial notebook by hombit in https://github.com/VTDA-Group/superphot-plus/pull/78
* Plotting refactor by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/96
* Refactor and improve coverage of MLP class by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/103
* Small bug fixes, added normalization info to ModelConfig by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/108
* Added chi squared values to numpyro posterior cube by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/109
* Add a small test by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/112
* Add e2e benchmarks for sampling+classification by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/110
* A few more small changes to increase coverage by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/113
* More small increases to code coverage by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/114
* Fix name of test by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/115
* Fixed small errors, added small new plotting customizations by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/117
* adding legends and markers for tutorial code by dougbrn in https://github.com/VTDA-Group/superphot-plus/pull/116
* Mechanical (mostly) application of black and isort by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/119
* Add a debugging string opption by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/122
* Add Some Accuracy Metrics by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/120
* Create a manual benchmarking suite for the samplers by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/126
* Update diff test for e2e and interactive mode by OliviaLynn in https://github.com/VTDA-Group/superphot-plus/pull/125
* Fix installation failing bc of antares/kafka dependency by OliviaLynn in https://github.com/VTDA-Group/superphot-plus/pull/132
* Address more pylint findings. by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/121
* Restore diff test by OliviaLynn in https://github.com/VTDA-Group/superphot-plus/pull/135
* Hyperparameter tuning by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/124
* Make the random seed for the numpyro sampler settable from the outside by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/136
* Final changes from paper plot edits by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/134
* Plot tuning metrics on Tensorboard by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/137
* Added LSST Survey info by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/139
* Move optional dependencies by delucchi-cmu in https://github.com/VTDA-Group/superphot-plus/pull/141
* Move benchmarks to asv by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/138
* Add LSST LCs by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/143
* Refactor to better isolate dependencies by camposandro in https://github.com/VTDA-Group/superphot-plus/pull/142
* Fix issue 147 by jeremykubica in https://github.com/VTDA-Group/superphot-plus/pull/148
* Changes to Lightcurve saving + SVI modularity by kdesoto-astro in https://github.com/VTDA-Group/superphot-plus/pull/145

New Contributors
* dougbrn made their first contribution in https://github.com/VTDA-Group/superphot-plus/pull/116

**Full Changelog**: https://github.com/VTDA-Group/superphot-plus/compare/v0.0.2...v0.0.4

What's Changed
* Merge recent changes by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/100
* Fix some issues with the tutorial notebook by hombit in https://github.com/lincc-frameworks/superphot-plus/pull/78
* Plotting refactor by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/96
* Refactor and improve coverage of MLP class by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/103
* Small bug fixes, added normalization info to ModelConfig by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/108
* Added chi squared values to numpyro posterior cube by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/109
* Add a small test by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/112
* Add e2e benchmarks for sampling+classification by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/110
* A few more small changes to increase coverage by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/113
* More small increases to code coverage by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/114
* Fix name of test by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/115
* Fixed small errors, added small new plotting customizations by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/117
* adding legends and markers for tutorial code by dougbrn in https://github.com/lincc-frameworks/superphot-plus/pull/116
* Mechanical (mostly) application of black and isort by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/119
* Add a debugging string opption by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/122
* Add Some Accuracy Metrics by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/120
* Create a manual benchmarking suite for the samplers by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/126
* Update diff test for e2e and interactive mode by OliviaLynn in https://github.com/lincc-frameworks/superphot-plus/pull/125
* Fix installation failing bc of antares/kafka dependency by OliviaLynn in https://github.com/lincc-frameworks/superphot-plus/pull/132
* Address more pylint findings. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/121
* Restore diff test by OliviaLynn in https://github.com/lincc-frameworks/superphot-plus/pull/135
* Hyperparameter tuning by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/124
* Make the random seed for the numpyro sampler settable from the outside by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/136
* Final changes from paper plot edits by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/134
* Plot tuning metrics on Tensorboard by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/137
* Added LSST Survey info by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/139
* Move optional dependencies by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/141
* Move benchmarks to asv by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/138
* Add LSST LCs by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/143
* Refactor to better isolate dependencies by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/142
* Fix issue 147 by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/148
* Changes to Lightcurve saving + SVI modularity by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/145

New Contributors
* dougbrn made their first contribution in https://github.com/lincc-frameworks/superphot-plus/pull/116

**Full Changelog**: https://github.com/lincc-frameworks/superphot-plus/compare/v0.0.2...v0.0.3

What's Changed
* Add two missing dependencies by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/40
* Scaffolding for readthedocs by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/41
* Add new Lightcurve object by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/42
* Improve mapping of supernovae class labels by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/31
* Convert fit_numpyro to use Lightcurve by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/43
* Add an approximate test for test_dynesty_single_file by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/48
* Add unit test for import_labels_only method. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/45
* Update make_fake_spp_data.py by villrv in https://github.com/lincc-frameworks/superphot-plus/pull/37
* Add diffing - unit tests and a (to-be e2e) diff_test.py by OliviaLynn in https://github.com/lincc-frameworks/superphot-plus/pull/53
* Clean up project errors by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/44
* Add unit test for chi sq calculation by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/52
* Fix the band indexing in create_prior by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/55
* Remove unneeded prints by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/59
* Mechanical application of formatter by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/60
* Reuse code to plot posterior samples by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/57
* Improve coverage on oversampling using posteriors by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/58
* Vectorize create_prior by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/56
* Move alerce/antares data generation by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/54
* Make classify_ztf.py modular, fix redundant chisq calculations by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/51
* Updated tutorial for directory changes + classification functionality by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/49
* Updated README.md by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/69
* Added training labels by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/67
* Mechanical application of black and isort. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/70
* Utility class to hold per-band curve priors. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/71
* Add detail to RTD index and fix notebook. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/72
* README: Footnote-style references by hombit in https://github.com/lincc-frameworks/superphot-plus/pull/73
* README: add venv instructions by hombit in https://github.com/lincc-frameworks/superphot-plus/pull/74
* Making code ELASTICC/multiband compatible PART 1 by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/68
* Merge recent changes by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/77
* Expanding instructions and adding badges. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/79
* Create a simple helper to find the max flux in a band by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/82
* Use tmp_path pytest fixture for test output. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/83
* Move the lightcurve file functions into Lightcurve by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/84
* Update comment by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/85
* Add unit test for run_curve_fit; add multiband. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/76
* Provide helper functions for working with bands in Lightcurve by jeremykubica in https://github.com/lincc-frameworks/superphot-plus/pull/86
* Make code multi band compatible PART 2 by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/75
* Initial commit of samplers. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/89
* Unit tests for ZTF classifier by camposandro in https://github.com/lincc-frameworks/superphot-plus/pull/90
* Multiband compatibility PART 3 by kdesoto-astro in https://github.com/lincc-frameworks/superphot-plus/pull/87
* Mechanical application of black and isort. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/91
* Merge recent changes. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/92
* Address a handful of pylint findings by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/93
* Move surveys to directory. Add yaml support. by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/95
* Use tmp_path fixture by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/98
* Move numpyro single mcmc to sampler object by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/97
* Address some more pylint findings by delucchi-cmu in https://github.com/lincc-frameworks/superphot-plus/pull/102

New Contributors
* villrv made their first contribution in https://github.com/lincc-frameworks/superphot-plus/pull/37
* hombit made their first contribution in https://github.com/lincc-frameworks/superphot-plus/pull/73

**Full Changelog**: https://github.com/lincc-frameworks/superphot-plus/compare/v0.0.1...v0.0.2