Release version 0.4.1 (#359)

* Update _version.py

* Update whatsnew.rst

* Update whatsnew.rst

* Update __init__.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

* Update pyriemann_qiskit/classification/__init__.py

Co-authored-by: Quentin Barthélemy <q.barthelemy@gmail.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Quentin Barthélemy <q.barthelemy@gmail.com>

Author: 3 people

doc/whatsnew.rst

@@ -10,10 +10,21 @@ What's new in the package
 Develop branch
 ----------------
 
-- Fix :class:`pyriemann_qiskit.utils.filtering.ChannelSelection` that caused incorrect channel selection
+v0.4.1
+------
 
+- Bump qiskit-algorithm, imbalanced-learn, cvxpy, qiskit-ibm-runtime, moabb
+- Add random seed generator to NCH
+- Fix log product formula for NCH
+- Add ablation studies for NCH
+- Add "full" strategy to NCH
+- Expose QAOA initial points
+- Break the classification module into algorithms and wrappers
+- Fix incorrect number of channels and selection condition inside ChannelSelection
 
+Details:
 
+https://github.com/pyRiemann/pyRiemann-qiskit/releases/tag/v0.4.1
 
 v0.4.0
 ------

pyriemann_qiskit/_version.py

@@ -1 +1 @@
-__version__ = '0.4.0'
+__version__ = '0.4.1'

pyriemann_qiskit/classification/__init__.py

@@ -1,4 +1,17 @@
 from .algorithms import NearestConvexHull
-from .wrappers import QuanticMDM, QuanticNCH, QuanticSVM, QuanticVQC
+from .wrappers import (
+    QuanticClassifierBase,
+    QuanticMDM,
+    QuanticNCH,
+    QuanticSVM,
+    QuanticVQC,
+)
 
-__all__ = ["NearestConvexHull", "QuanticMDM", "QuanticNCH", "QuanticSVM", "QuanticVQC"]
+__all__ = [
+    "NearestConvexHull",
+    "QuanticMDM",
+    "QuanticNCH",
+    "QuanticSVM",
+    "QuanticVQC",
+    "QuanticClassifierBase",
+]