v0.7.0

• Raise helpful error message if montage is missing electrode positions by @mscheltienne in #181
• FIX: explicitly set weights_only to avoid FutureWarning by @scott-huberty in #193

New Contributors

• @scott-huberty made their first contribution in #193

Full Changelog: v0.6.0...v0.7.0

v0.6.0

What's Changed

• Remove splash screen in GUI
• Enable GUI command-line entry points for any Raw | Epochs and ICA file
• Improve integration with Pylance with stubs including expanded docstrings
• Improve packaging and code style

Full Changelog: v0.5.0...v0.6.0

v0.5.1

The version 0.5 introduced the concept of backend to the ICLabel model. It can now run with either PyTorch or onnxruntime.
This bug fix release removes the dependency on PyTorch which now has to be manually installed in the environment.

Full Changelog: v0.5.0...v0.5.1

v0.5.0

What's Changed

• Compatibility with MNE 1.6 in #136 and #140
• Raise error if EEG channels are missing from the instance provided to ICLabel in #124
• Add ONNX backend support to ICLabel in #129

Full Changelog: v0.4...v0.5.0

v0.4

JOSS release.

v0.3.1

Bug fix release to make sure .pt files included.

v0.3

This new version adds an experimental GUI for annotating ICA components. Please test it out if you find
it useful in your workflow! Moreover, we consolidated our testing suite and improved overall coverage
and added some bug fixes. We also created a function to extract topomap features from fitted ICA instances.

v0.2

This includes series of bug fixes to the ICLabel ported model. In addition, we have
added an experimental feature for helping add ICA component annotations to BIDS-derivative for EEG format.

What's Changed

• Fix docs from adam2392 -> mne.tools by @adam2392 in #34
• Fix probabilities returned by label_components by @mscheltienne in #36
• Fix typo by @mscheltienne in #37
• [CI] Update GH Actions to test mne-stable by @adam2392 in #41
• Fix requirements and python version by @mscheltienne in #49
• [DOC] Fix installation instructions by @adam2392 in #53
• Fix previous PR Docs by @adam2392 in #54
• Add warning if the ICA decomposition provided to ICLabel is not using an extended infomax by @mscheltienne in #42
• Improve and speed-up test for warnings in ICLabel by @mscheltienne in #58
• [DOC] Try circleCI by @adam2392 in #57
• [ENH] Add API for bids pipeline annotating by @adam2392 in #60
• [PAPER] JOSS for v0.1/0.2 ICLabel port by @adam2392 in #61
• [PAPER] Remove duplicate workflow by @mscheltienne in #62
• [BUG] Fix the PSD features of ICLabel with epochs of more than 1 second by @mscheltienne in #64
• Remove unused azure pipeline by @mscheltienne in #65
• Fix ICLabel topographic features on ICA fitted with channel selection by @mscheltienne in #68

Full Changelog: v0.1...v0.2

v0.1

Initial release of mne-icalabel showcasing a 100% replica of the ICLabel network and pipeline present in EEGLab.