https://github.com/hemumanju/human-effort-classification-eeg

https://github.com/hemumanju/human-effort-classification-eeg

brain-computer-interface cookiecutter deep-convolutional-networks eeg-analysis eeg-classification mne-python pytorch

Last synced: 5 days ago
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• Host: GitHub
• URL: https://github.com/hemumanju/human-effort-classification-eeg
• Owner: HemuManju
• License: mit
• Created: 2019-03-03T00:46:16.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-09-27T02:30:56.000Z (about 4 years ago)
• Last Synced: 2024-10-30T18:25:49.722Z (about 2 months ago)
• Topics: brain-computer-interface, cookiecutter, deep-convolutional-networks, eeg-analysis, eeg-classification, mne-python, pytorch
• Language: Python
• Size: 12.4 MB
• Stars: 1
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# human_robot_interaction_eeg

Study of human robot interaction with robot under admittance control and monitoring of subjects using eeg

## Project Organization

* * *

    ├── LICENSE

    ├── Makefile

    ├── README.md

    ├── docs

    │  

    ├── models

    │   └── trained_model.pth

    ├── notebooks

    │   ├── CNN.ipynb

    │   ├── EEG_Data.ipynb

    │   ├── Play_Ground.ipynb

    │   ├── Unit_Tests.ipynb

    │   └── Utility_Functions.ipynb

    ├── references

    ├── reports

    │   └── figures

    ├── requirements.txt

    ├── setup.py

    ├── src

    │   ├── __init__.py

    │   ├── config.yml

    │   ├── data

    │   │   ├── __init__.py

    │   │   ├── clean_eeg_dataset.py

    │   │   ├── create_eeg_dataset.py

    │   │   ├── create_robot_dataset.py

    │   │   ├── create_torch_dataset.py

    │   │   ├── eeg_utils.py

    │   │   └── robot_utils.py

    │   ├── features

    │   │   ├── __init__.py

    │   │   └── build_features.py

    │   ├── models

    │   │   ├── __init__.py

    │   │   ├── datasets.py

    │   │   ├── networks.py

    │   │   ├── predict_model.py

    │   │   ├── train_model.py

    │   │   └── utils.py

    │   └── visualization

    │       ├── __init__.py

    │       └── robot_position_plot.py

    ├── test_environment.py

    ├── tests

    │   ├── __init__.py

    │   └── test.py

    └── tox.ini

* * *

Project based on the cookiecutter data science project template. #cookiecutterdatascience