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1. Deepfake-Image-Detection Deepfake-Image-Detection Public

   Training pretrained deep neural network, Xception Net, with Face Forensics ++ Dataset, and implement two different losses to learn image forgery detection, based on Python, Pytorch

   Python 9 1

2. Multivariate-Statistical-Analysis Multivariate-Statistical-Analysis Public

   MANOVA, Multiple Linear Regression, PCA, Factor Analysis, Cluster Analysis implementation on real-world data

   SAS 1

3. Artificial-Intelligence Artificial-Intelligence Public

   A-star Search, Informed Search, Probability, Bayesian, Neural Network

   Python

4. BinomialDP-with-OpenDP BinomialDP-with-OpenDP Public

   Binomial Differential Privacy with OpenDP framework

   Jupyter Notebook

5. Chicago-Crash-Damage-Prediction Chicago-Crash-Damage-Prediction Public

   Understand the key features that cause severe damage of car crashes in chicago, and build predictive models to estimate the property damage severity regarding an accident

   Jupyter Notebook

6. Expression-Recogintion-by-Classification-Methods Expression-Recogintion-by-Classification-Methods Public

   Use Random Forest, SVM and KNN to classify the preprocessed dataset, combination of JAFFE images and self-shot images, into 5 different expression categories, based on R

   R