update to v0.4.5

docs/source/whats_new.rst

@@ -18,24 +18,42 @@ Develop branch
 Enhancements
 ~~~~~~~~~~~~
 
-- Progress bars, pooch, tqdm (:gh:`258` by `Divyesh Narayanan`_ and `Sylvain Chevallier`_)
-- Adding Test and Example for set_download_dir (:gh:`249` by `Divyesh Narayanan`_)
+- None
 
 Bugs
 ~~~~
 
-- Removing dependency on mne method for PhysionetMI data downloading, renaming runs (:gh:`257` by `Divyesh Narayanan`_)
-- Correcting events management in Schirrmeister2017, renaming session and run (:gh:`255` by `Pierre Guetschel`_ and `Sylvain Chevallier`_)
-- Switch session and runs in MAMEM1, 2 and 3 to avoid error in WithinSessionEvaluation (:gh:`256` by `Sylvain Chevallier`_)
-- Correct doctstrings for the documentation, incuding Lee2017 (:gh:`256` by `Sylvain Chevallier`_)
+- None
 
 API changes
 ~~~~~~~~~~~
 
 - None
 
 
-Version - 0.4.4  (Stable - PyPi)
+Version - 0.4.5  (Stable - PyPi)
+---------------------------------
+
+Enhancements
+~~~~~~~~~~~~
+
+- Progress bars, pooch, tqdm (:gh:`258` by `Divyesh Narayanan`_ and `Sylvain Chevallier`_)
+- Adding test and example for set_download_dir (:gh:`249` by `Divyesh Narayanan`_)
+- Update to newer version of Schirrmeister2017 dataset (:gh:`265` by `Robin Schirrmeister`_)
+- Adding Huebner2017 and Huebner2018 P300 datasets (:gh:`260`  by `Jan Sosulski`_)
+- Adding Sosulski2019 auditory P300 datasets (:gh:`266`  by `Jan Sosulski`_)
+- New script to visualize ERP on all datasets, as a sanity check (:gh:`261`  by `Jan Sosulski`_)
+
+Bugs
+~~~~
+
+- Removing dependency on mne method for PhysionetMI data downloading, renaming runs (:gh:`257` by `Divyesh Narayanan`_)
+- Correcting events management in Schirrmeister2017, renaming session and run (:gh:`255` by `Pierre Guetschel`_ and `Sylvain Chevallier`_)
+- Switch session and runs in MAMEM1, 2 and 3 to avoid error in WithinSessionEvaluation (:gh:`256` by `Sylvain Chevallier`_)
+- Correct doctstrings for the documentation, incuding Lee2017 (:gh:`256` by `Sylvain Chevallier`_)
+
+
+Version - 0.4.4
 ---------------
 
 Enhancements

moabb/__init__.py

@@ -1,4 +1,4 @@
 # flake8: noqa
-__version__ = "0.4.4"
+__version__ = "0.4.5"
 
 from moabb.utils import set_log_level

moabb/datasets/huebner_llp.py

@@ -156,6 +156,8 @@ class Huebner2017(_BaseVisualMatrixSpellerDataset):
            Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees.
            PLOS ONE 12(4): e0175856.
            https://doi.org/10.1371/journal.pone.0175856
+
+    .. versionadded:: 0.4.5
     """
 
     def __init__(self, interval=None, raw_slice_offset=None, use_blocks_as_sessions=True):
@@ -202,6 +204,8 @@ class Huebner2018(_BaseVisualMatrixSpellerDataset):
            Unsupervised learning for brain-computer interfaces based on event-related potentials: Review and online comparison [research frontier].
            IEEE Computational Intelligence Magazine, 13(2), 66-77.
            https://doi.org/10.1109/MCI.2018.2807039
+
+    .. versionadded:: 0.4.5
     """
 
     def __init__(self, interval=None, raw_slice_offset=None, use_blocks_as_sessions=True):

moabb/datasets/sosulski2019.py

@@ -60,8 +60,9 @@ class Sosulski2019(BaseDataset):
     auditory oddball paradigm under different stimulus onset asynchrony conditions. Dataset. DOI: 10.6094/UNIFR/154576
     .. [2] Sosulski, J., Tangermann, M.: Spatial filters for auditory evoked potentials transfer between different
     experimental conditions. Graz BCI Conference. 2019.
-    .. [3] Sosulski, J., Hübner, D., Klein, A., Tangermann, M.:  Online Optimization of Stimulation Speed in an Auditory Brain-Computer
-    Interface under Time Constraints. arXiv preprint. 2021.
+    .. [3] Sosulski, J., Hübner, D., Klein, A., Tangermann, M.:  Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints. arXiv preprint. 2021.
+
+    .. versionadded:: 0.4.5
     """
 
     def __init__(

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "moabb"
-version = "0.4.4"
+version = "0.4.5"
 description = "Mother of All BCI Benchmarks"
 authors = ["Alexandre Barachant", "Vinay Jayaram"]
 maintainers = ["Sylvain Chevallier <[email protected]>"]

scripts/data_visualization_p300.py

@@ -8,6 +8,8 @@
 
 Total downloaded size will be (as of now) 120GB.
 
+
+.. versionadded:: 0.4.5
 """
 # Authors: Jan Sosulski <[email protected]>
 #