├── EEG_Python_Handbook_AdvancedAnalysis.ipynb ├── EEG_Python_Handbook_DataOperations.ipynb ├── EEG_Python_Handbook_MultisubjectsAnalysis.ipynb ├── EEG_Python_Handbook_Preprocessing.ipynb ├── LICENSE └── README.md /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 Zitong Lu 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Python-EEG-Handbook 2 | A handbook for EEG data analysis based on Python 3 | 4 | 5 | Chapter 1: Preprocessing Single-subject Data: 6 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ZitongLu1996/Python-EEG-Handbook/blob/master/EEG_Python_Handbook_Preprocessing.ipynb) 7 | 8 | Chapter 2: Basic Python Data Operations: 9 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ZitongLu1996/Python-EEG-Handbook/blob/master/EEG_Python_Handbook_DataOperations.ipynb) 10 | 11 | Chapter 3: Multiple-Subject Analysis: 12 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ZitongLu1996/Python-EEG-Handbook/blob/master/EEG_Python_Handbook_MultisubjectsAnalysis.ipynb) 13 | 14 | Chapter 4: Advanced EEG Analysis: 15 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ZitongLu1996/Python-EEG-Handbook/blob/master/EEG_Python_Handbook_AdvancedAnalysis.ipynb) 16 | 17 | ### Dependencies 18 | 19 | Python >= 3.6 20 | MNE >= 1.6 21 | NeuroRA >= 1.1.6.11 22 | inverted-encoding == 0.2.3 23 | --------------------------------------------------------------------------------