Vak

What's Changed
* BUG: Make distance metrics return tensors, fix 700 701 by NickleDave in https://github.com/vocalpy/vak/pull/702
* docs: add VenetianRed as a contributor for bug by allcontributors in https://github.com/vocalpy/vak/pull/703


**Full Changelog**: https://github.com/vocalpy/vak/compare/1.0.0a2...1.0.0a3

What's Changed
* BUG: Have `to_segments` return all Nones for no segments, fix 634 by NickleDave in https://github.com/vocalpy/vak/pull/636
* docs: add nhoglen as a contributor for bug by allcontributors in https://github.com/vocalpy/vak/pull/637
* Version 1.0 by NickleDave in https://github.com/vocalpy/vak/pull/639
* DOC: Add version 1.0 announcement [skip ci] by NickleDave in https://github.com/vocalpy/vak/pull/640
* DOC: Add version 1.0 announcement to README [skip ci] by NickleDave in https://github.com/vocalpy/vak/pull/642
* DOC: Add API reference, fix 441 by NickleDave in https://github.com/vocalpy/vak/pull/644
* DOC: Revise reference/about.md [skip ci] by NickleDave in https://github.com/vocalpy/vak/pull/646
* CLN: Refactor window dataset, add tests by NickleDave in https://github.com/vocalpy/vak/pull/654
* ENH: Use crowsetta 5.0, fixes 526 by NickleDave in https://github.com/vocalpy/vak/pull/657
* Prep datasets as directories, fixes 649 650 651 by NickleDave in https://github.com/vocalpy/vak/pull/658
* BUG: Fix usage of crowsetta 5.0 by NickleDave in https://github.com/vocalpy/vak/pull/659
* BUG/CLN: Fixup prepare dataset as directory by NickleDave in https://github.com/vocalpy/vak/pull/660
* replace union to future syntax by Ja-sonYun in https://github.com/vocalpy/vak/pull/661
* docs: add Ja-sonYun as a contributor for code by allcontributors in https://github.com/vocalpy/vak/pull/662
* BUG: Change labelmap for validation step of FrameWindowClassificationModel only, fix 664 by NickleDave in https://github.com/vocalpy/vak/pull/665
* Refactor api, fixes 663 by NickleDave in https://github.com/vocalpy/vak/pull/666
* Refactor frame classification, add audio datasets + DAS model, fixes 630 652 667 by NickleDave in https://github.com/vocalpy/vak/pull/670
* Remove initial implementation of DAS model by NickleDave in https://github.com/vocalpy/vak/pull/675
* Add decorators to register models and model families, fix 623 by NickleDave in https://github.com/vocalpy/vak/pull/676
* ENH: Add ED-TCN model by NickleDave in https://github.com/vocalpy/vak/pull/677
* ENH: Determine network kwargs dynamically in `vak.models.get` by NickleDave in https://github.com/vocalpy/vak/pull/680
* BUG/CLN: Add/fix log statements in FrameClassificationModel by NickleDave in https://github.com/vocalpy/vak/pull/681
* Add parametric UMAP model family by NickleDave in https://github.com/vocalpy/vak/pull/688
* Fix and run linting by NickleDave in https://github.com/vocalpy/vak/pull/690
* TST/CLN: Fix unit tests by NickleDave in https://github.com/vocalpy/vak/pull/693
* docs: add JacquelineGoe as a contributor for bug by allcontributors in https://github.com/vocalpy/vak/pull/695

New Contributors
* Ja-sonYun made their first contribution in https://github.com/vocalpy/vak/pull/661

**Full Changelog**: https://github.com/vocalpy/vak/compare/0.8.0...1.0.0a2

What's Changed
* BUG: Have `to_segments` return all Nones for no segments, fix 634 by NickleDave in https://github.com/vocalpy/vak/pull/636
* docs: add nhoglen as a contributor for bug by allcontributors in https://github.com/vocalpy/vak/pull/637
* Version 1.0 by NickleDave in https://github.com/vocalpy/vak/pull/639


**Full Changelog**: https://github.com/vocalpy/vak/compare/0.8.0...1.0.0a1

What's Changed
* BUG: fix default for post_tfm_kwargs, fixes Inconsistent syllable error by zhileiz1992 in https://github.com/vocalpy/vak/pull/710

New Contributors
* zhileiz1992 made their first contribution in https://github.com/vocalpy/vak/pull/710

**Full Changelog**: https://github.com/vocalpy/vak/compare/0.8.1...0.8.2

What's Changed
* BUG: Have `to_segments` return all Nones for no segments, fix 634 by NickleDave in https://github.com/vocalpy/vak/pull/636
* docs: add nhoglen as a contributor for bug by allcontributors in https://github.com/vocalpy/vak/pull/637


**Full Changelog**: https://github.com/vocalpy/vak/compare/0.8.0...0.8.1

2023-02-09
Added
- Add options for how `audio.to_spect` calls `dask.bag`, to help with memory issues when processing large files
[611](https://github.com/vocalpy/vak/pull/611). Fixes [#580](https://github.com/vocalpy/vak/issues/580).
- Add ability to run evaluation of models with and without post-processing transforms. This is done by specifying an option `post_tfm_kwargs` in the `[EVAL]` or `[LEARNCURVE]` sections of a .toml configuration file. If the option is not specified, then models are evaluated as they were previously, by converting the predicted label for each time bin to a label for each continuous segment, represented as a string. If the option *is* specified, then the post-processing is applied to the model predictions before converting to strings. Metrics are computed for outputs with *and* without post-processing, to be able to compare the two. [621](https://github.com/vocalpy/vak/pull/621). Fixes [#472](https://github.com/vocalpy/vak/issues/472).
- `vak.core.eval` now logs computed evaluation metrics so they can be quickly inspected in the terminal or log files before full analysis
[621](https://github.com/vocalpy/vak/pull/621). Fixes [#471](https://github.com/vocalpy/vak/issues/471).

Changed
- Rewrite post-processing transforms applied to network outputs as transforms, with functional and class implementations,
to make it possible to compose these transforms, and more easily evaluate model performance with and without them
[621](https://github.com/vocalpy/vak/pull/621). Fixes [#537](https://github.com/vocalpy/vak/issues/537).