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1. mySVM-MATLAB mySVM-MATLAB Public

   Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.

   MATLAB 26 12

2. Time_Series_ARIMA-GARCH Time_Series_ARIMA-GARCH Public

   In this project, this research generally investigates the financial time series such as the price & return of NASDAQ Composite Index using ARIMA and GARCH methods.

   R 11 4

3. Cluster-Kmeans-EMGMM-PCA Cluster-Kmeans-EMGMM-PCA Public

   Wine Types Clustering using K-Means, EM-GMM and PCA

   Jupyter Notebook 10 4

4. FEM_Heston_Model FEM_Heston_Model Public

   We apply Finite Element Method (FEM) for option pricing problem under Heston's Model.

   MATLAB 9 1

5. myRegression-Python myRegression-Python Public

   This is the implementation of the five regression methods Least Square (LS), Regularized Least Square (RLS), LASSO, Robust Regression (RR) and Bayesian Regression (BR).

   Python 6 1

6. SentiMap SentiMap Public

   This is a project to take use of text mining techniques to analyze social media data and generate some sentiment maps.

   R 2