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1. algonauts2023-image-fMRI-encoding-model algonauts2023-image-fMRI-encoding-model Public

   Code for my Master's Thesis "Deep Neural Encoding Models of the Human Visual Cortex to Predict fMRI Responses to Natural Visual Scenes" and my submission for the "Algonauts Project 2023 Challenge".

   Python 3

2. hmdb51-two-stream-action-recognition hmdb51-two-stream-action-recognition Public

   Two-stream CNNs for Video Action Recognition using Stacked Optical Flow. Implemented in Keras on HMDB-51 dataset.

   Python 13 1

3. CXR-ACGAN-chest-xray-generator-covid19-pneumonia CXR-ACGAN-chest-xray-generator-covid19-pneumonia Public

   CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trai…

   Python 8 2

4. ADNI-brain-MRI-alzheimer-WGAN-generation-and-classification ADNI-brain-MRI-alzheimer-WGAN-generation-and-classification Public

   Brain T1-Weighted MRI Images Classification and WGAN Generation (Alzheimer's and Healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on ADNI dataset.

   Python 16 3

5. credit-card-fraud-detection-KNIME credit-card-fraud-detection-KNIME Public

   Credit Card Fraud Detection using different classifiers (RF, SVM, Naive Bayes, Logistic Regression, ...) on KNIME platform.

   Python 8 3

6. cluster-analysis-on-monte-carlo-simulations-of-water-adsorption-on-NaCl-atmospheric-particulate cluster-analysis-on-monte-carlo-simulations-of-water-adsorption-on-NaCl-atmospheric-particulate Public

   Code for the paper "Theoretical Investigation of Inorganic Particulate Matter: The Case of Water Adsorption on a NaCl Particle Model Studied Using Grand Canonical Monte Carlo Simulations" and Bache…

   Python 4 1