Related Issues (20)
- BUG: Fix error message in eval for when path doesn't exist
- ENH: Make `vak.files.spect.find_audio_fname` and `vak.files.files.find_fname` handle spaces HOT 5
- DOC: Fix dev env instructions in contributors' guide, and explain nox usage in other areas, e.g. tests HOT 1
- ENH: Add ability to compute metrics by accumulating across samples when desired
- ENH: Add built-in TweetyNet model HOT 1
- ENH: Switch to lightning as backend, remove engine package HOT 1
- DOC: Better document when and how `vak.split` functions are used
- TST: Add initial benchmarking script in tests/integration to verify no change in results after switching to lightning
- Remove entry points for models, metrics, etc.
- BUG: (possibly) `Engine._eval` does not apply `padding_mask` to `y` before converting to labels
- ENH: Add abstraction that represents family of models that classify frames / time bins from spectrogram windows HOT 1
- ENH: Make it as easy as possible to get predictions from a windowed frame classification model
- DOC: Add note/tip about amount of silence when training TweetyNet model
- ENH: Add automatic weighted loss for background class
- DOC: Add error message + note/tip about re-running `vak prep` if splits fail
- DOC: Switch to using Giraudon et al 2021 dataset in howto/howto_user_annot.md
- DEV: version 0.x issues that lay the foundation for version 1.0 HOT 1
- ENH: Add app / logging with rich + textualize
- DEV: Version 1.0 to-do list
- ENH: Add `from_config_toml_path` classmethod to `vak.models.base.Model`
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