From 562f8e6cbddc34e1a4a0751916df431e7b70a15b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Eduardo=20Santamar=C3=ADa-V=C3=A1zquez?=
 <esantamariavazquez@gmail.com>
Date: Wed, 29 Nov 2023 15:46:56 +0100
Subject: [PATCH 1/2] Minor fixes to allow channel sets without coordinates for
 c-vep models

---
 medusa/bci/cvep_spellers.py | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/medusa/bci/cvep_spellers.py b/medusa/bci/cvep_spellers.py
index 1524101..74e4fdf 100644
--- a/medusa/bci/cvep_spellers.py
+++ b/medusa/bci/cvep_spellers.py
@@ -438,7 +438,7 @@ def fit_dataset(self, dataset, **kwargs):
         # Feature extraction and classification
         fitted_info = self.get_inst('clf_method').fit_dataset(
             dataset=data,
-            std_epoch_rejection=3.0,
+            std_epoch_rejection=None,
             show_progress_bar=True
         )
 
@@ -809,6 +809,8 @@ def __init__(self, correct_raster_latencies=False, art_rej=None, **kwargs):
         self.correct_raster_latencies = correct_raster_latencies
 
     def _assert_consistency(self, dataset: CVEPSpellerDataset):
+        # TODO: this function is not necessary. Use CVEPSpellerDataset
+        #  consistency checker instead!
         len_seqs = set()
         fs = set()
         fps_resolution = set()
@@ -937,8 +939,10 @@ def fit_dataset(self, dataset: CVEPSpellerDataset, std_epoch_rejection=3.0,
             if show_progress_bar:
                 pbar.update(1)
 
-        # Precompute nearest channels for online artifact rejection
-        sorted_dist_ch = rec_sig.channel_set.sort_nearest_channels()
+        sorted_dist_ch = None
+        if std_epoch_rejection is not None:
+            # Precompute nearest channels for online artifact rejection
+            sorted_dist_ch = rec_sig.channel_set.sort_nearest_channels()
 
         # New bar
         if show_progress_bar:

From a61bcf9c86acf151fd197df5fb5c95d7a091966e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Eduardo=20Santamar=C3=ADa-V=C3=A1zquez?=
 <esantamariavazquez@gmail.com>
Date: Wed, 29 Nov 2023 16:03:42 +0100
Subject: [PATCH 2/2] Changed patch version

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 8a195e6..394b7d4 100644
--- a/setup.py
+++ b/setup.py
@@ -8,7 +8,7 @@
 setup(
     name='medusa-kernel',
     packages=find_packages(),
-    version='1.2.4',
+    version='1.2.5',
     keywords=['Signal', 'Biosignal', 'EEG', 'BCI'],
     url='https://medusabci.com/',
     author='Eduardo Santamaría-Vázquez, '