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CHANGELOG.md

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## [Unreleased]
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## [0.5.0] - 2026-05-28
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### Added
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- Add a required `revision` field on `Dataset` (forwarded to `BaseConcatDataset.pull_from_hub`) and pin every default dataset config to its current HuggingFace commit SHA for reproducibility ([#37](https://github.com/braindecode/OpenEEGBench/pull/37)).
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- Allow custom normalization methods by subclassing `Normalization`, now based on `exca.helpers.DiscriminatedModel`. Builtin subclasses pin their pre-existing `kind` value to preserve cached experiment UIDs ([#35](https://github.com/braindecode/OpenEEGBench/pull/35)).
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- Add `training_required_parameters` field on `_BackboneBase` for top-level `nn.Parameter` names that must remain trainable (e.g. Labram's `temporal_embedding`). Distinct from `training_required_modules`, which only accepts `nn.Module` names. Finetuning methods declare compatibility via the `supports_training_required_parameters` class variable; `IA3` and `OFT` opt out. `LoRA`/`AdaLoRA`/`DoRA` forward the list to PEFT's `target_parameters`; `Frozen`/`TwoStages` extend their unfreeze list ([#25](https://github.com/braindecode/OpenEEGBench/pull/25)).
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- Allow custom normalization methods by subclassing `Normalization`, now based on `exca.helpers.DiscriminatedModel`. Builtin subclasses pin their pre-existing `kind` value to preserve cached experiment UIDs ([#35](https://github.com/braindecode/OpenEEGBench/pull/35)).
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## [0.4.0] - 2026-05-07
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Initial release.
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[Unreleased]: https://github.com/braindecode/OpenEEGBench/compare/v0.4.0...HEAD
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[Unreleased]: https://github.com/braindecode/OpenEEGBench/compare/v0.5.0...HEAD
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[0.5.0]: https://github.com/braindecode/OpenEEGBench/releases/tag/v0.5.0
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[0.4.0]: https://github.com/braindecode/OpenEEGBench/releases/tag/v0.4.0
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[0.3.0]: https://github.com/braindecode/OpenEEGBench/releases/tag/v0.3.0
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[0.2.1]: https://github.com/braindecode/OpenEEGBench/releases/tag/v0.2.1

CITATION.cff

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family-names: Delorme
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email: adelorme@ucsd.edu
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affiliation: "Swartz Center for Computational Neuroscience, Institute for Neural Computation, San Diego Supercomputer Center, University of California San Diego, USA; CNRS, France"
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version: 0.4.0
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date-released: "2026-05-07"
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version: 0.5.0
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date-released: "2026-05-28"
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identifiers:
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- type: doi
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value: 10.5281/zenodo.19698863

pyproject.toml

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[project]
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name = "open-eeg-bench"
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version = "0.4.0"
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version = "0.5.0"
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description = "Benchmarking parameter-efficient fine-tuning of EEG foundation models"
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readme = "README.md"
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requires-python = ">=3.11"

uv.lock

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