diff --git a/notebooks/08_sw_average.ipynb b/notebooks/08_sw_average.ipynb index f15e4a3..d0d6c1f 100644 --- a/notebooks/08_sw_average.ipynb +++ b/notebooks/08_sw_average.ipynb @@ -33,7 +33,6 @@ "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", - "from mne.filter import filter_data\n", "sns.set(font_scale=1.2)" ] }, @@ -1408,7 +1407,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] diff --git a/setup.py b/setup.py index 119ea4d..a7e8dad 100644 --- a/setup.py +++ b/setup.py @@ -12,7 +12,7 @@ URL = 'https://github.com/raphaelvallat/yasa/' LICENSE = 'BSD (3-clause)' DOWNLOAD_URL = 'https://github.com/raphaelvallat/yasa/' -VERSION = '0.1.3' +VERSION = '0.1.4' PACKAGE_DATA = {'yasa.data.icons': ['*.svg']} INSTALL_REQUIRES = [ diff --git a/yasa/__init__.py b/yasa/__init__.py index efb208c..92976ab 100644 --- a/yasa/__init__.py +++ b/yasa/__init__.py @@ -1,4 +1,4 @@ # Import EntroPy objects from .main import * -__version__ = "0.1.3" +__version__ = "0.1.4"