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Depression Detection Using EEG Signals

  • Dataset for Brain signals.
  • Using KNN, CNN, RNN, ANN, SVM, Random Forest, XGB, GNB Classifier.
  • Results from algorithms compared.

Data Visualization

Project screenshot

#Our Research Paper Check out here.

Steps to run

  • Clone the repository and install the required python libraries using the pip install command and simply run the program.

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Data Collection and Preprocessing Feature Extraction, Model Development like Machine Learning Models, Model Evaluation

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