MOABB stable version v1.1.0

Enhancements

• Add cache option to the evaluation (#518 by Bruno Aristimunha)
• Option to interpolate channel in paradigms’ match_all method (#480 by Gregoire Cattan)
• Add leave k-Subjects out evaluations (#470 by Bruno Aristimunha)
• Update Braindecode dependency to 0.8 (#542 by Pierre Guetschel)
• Improve transform function of AugmentedDataset (#541 by Quentin Barthelemy)
• Add new paper results website (#556 by Bruno Aristimunha)
• Move cVEP common functions to moabb.datasets.utils (#564 #557 by Pierre Guetschel)
• Normalize c-VEP description tables (#562 #566 by Pierre Guetschel and Bruno Aristimunha)
• Update citation in README (#573 by Igor Carrara)
• Update pyRiemann dependency (#577 by Gregoire Cattan)
• Add resting stage Hinss2021 dataset (#580 by Gregoire Cattan and Yash Chauhan)
• Expose the learning rate parameter in the keras deep learning methods and optimize parameters (#589 and #592 by Bruno Aristimunha)
• Updating the braindecode pipelines for the new braindecode version 0.8.1 (#589 by Bruno Aristimunha)
• Add SSVEP and ERP paradigms to DL pipelines (#590 by Pierre Guetschel)
• Allow to pass a single pipeline file to benchmark (#591 by Pierre Guetschel)
• Add new dataset moabb.datasets.Stieger2021 (#604 by Reinmar Kobler and Bruno Aristimunha)
• Exposing the drop_rate for all the deep learning parameters (#592 by Bruno Aristimunha)
• Add new dataset moabb.datasets.Rodrigues2017 dataset (#602 by Gregoire Cattan and Pedro L. C. Rodrigues)
• Change unittest to pytest (#618 by Bruno Aristimunha)
• Remove tensorflow import warning (#622 by Bruno Aristimunha)

Bugs

• Fix TRCA implementation for different stimulation freqs and for signal filtering (:gh:522 by Sylvain Chevallier)
• Fix saving to BIDS runs with a description string in their name (#530 by Pierre Guetschel)
• Fix import of keras BatchNormalization for TF 2.13 and higher (#544 by Brian Irvine)
• Fix the doc summary tables of moabb.datasets.Lee2019_SSVEP (#548 #547 #546 by Pierre Guetschel)
• Fix the doc summary for Castillos2023 dataset (#561 by Bruno Aristimunha)
• Fix format string receiving incorrect number of args in bids interface (#563 by Pierre Guetschel)
• Fix number of sessions in doc of moabb.datasets.Sosulski2019 (#565 by Pierre Guetschel)
• Fix code column of moabb.datasets.CastillosCVEP100 and moabb.datasets.CastillosCVEP100 (#567 by Pierre Guetschel)
• MAINT updating the packages pre-release (#578 by Bruno Aristimunha)
• Fix mne_bids version incompatibility with mne (#586 by Bruna Lopes)
• Updating the parameters of the SSVEP_TRCA method (#589 by Bruno Aristimunha)
• Fix and updating the parameters for the benchmark function (#588 by Bruno Aristimunha)
• Fix moabb.datasets.preprocessing.SetRawAnnotations setting incorrect annotations when the dataset’s interval does not start at 0 (#607 by Pierre Guetschel)
• Fix download link for GigaDB Cho2017 and Lee2019 datasets (#621 by Anton Andreev)

API changes

• None