eeg-cnn

Using EEG scans to detect alcoholism in patients.

Done Winter 2022 @ UCLA, Physics 180M: Machine Learning for Physical Sciences Laboratory.

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
.github/workflows		.github/workflows
3-Data Exploration Code		3-Data Exploration Code
5-CNN_Hyperparam_Tuning_Training_Set		5-CNN_Hyperparam_Tuning_Training_Set
Models		Models
SMNI_CMI_TEST		SMNI_CMI_TEST
SMNI_CMI_TRAIN		SMNI_CMI_TRAIN
.DS_Store		.DS_Store
0-README.txt		0-README.txt
1-EEG_EDA_err_detection.ipynb		1-EEG_EDA_err_detection.ipynb
2-EEG_EDA_hdf5_full.ipynb		2-EEG_EDA_hdf5_full.ipynb
4a-simple denoising.ipynb		4a-simple denoising.ipynb
4b-simple fft.ipynb		4b-simple fft.ipynb
4c-wavelet denoising.ipynb		4c-wavelet denoising.ipynb
5-EEG_keras_nn_S2_nonmatch.ipynb		5-EEG_keras_nn_S2_nonmatch.ipynb
6a-EEG_keras_hyperparam_S1.ipynb		6a-EEG_keras_hyperparam_S1.ipynb
6b-EEG_keras_hyperparam_S2_match.ipynb		6b-EEG_keras_hyperparam_S2_match.ipynb
6c-EEG_keras_hyperparam_S2_nonmatch.ipynb		6c-EEG_keras_hyperparam_S2_nonmatch.ipynb
7a-EEG_keras_cnn_S1.ipynb		7a-EEG_keras_cnn_S1.ipynb
7b-EEG_keras_cnn_S2_match.ipynb		7b-EEG_keras_cnn_S2_match.ipynb
7c-EEG_keras_cnn_S2_nonmatch.ipynb		7c-EEG_keras_cnn_S2_nonmatch.ipynb
8a-EEG_keras_evaluate_S1.ipynb		8a-EEG_keras_evaluate_S1.ipynb
8b-EEG_keras_evaluate_S2_match.ipynb		8b-EEG_keras_evaluate_S2_match.ipynb
8c-EEG_keras_evaluate_S2_nonmatch.ipynb		8c-EEG_keras_evaluate_S2_nonmatch.ipynb
Final Presentation.pptx		Final Presentation.pptx
Final Report Draft.docx		Final Report Draft.docx
Physics_180M_Final_Project.docx		Physics_180M_Final_Project.docx
Physics_180M_Final_Project.pdf		Physics_180M_Final_Project.pdf
README.md		README.md

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