vincent27hugh/mySVM-MATLAB

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Created about 8 years ago
Updated almost 6 years ago

vincent27hugh/mySVM-MATLAB

vincent27hugh

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

Time_Series_ARIMA-GARCH

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.

Cluster-Kmeans-EMGMM-PCA

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

Jupyter Notebook

FEM_Heston_Model

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

myRegression-Python

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

TextClassification-Logit-BOTopic

E-Commerce Comment Classification with Logistic Regression and LDA model

Jupyter Notebook

FF5_MC

The topic is about using Monte Carlo technique to investigate some linear regression properties of the Fama-French five-factor model.

SentiMap

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

Solving-Nonlinear-Equations

Demo of solving a nonlinear equation using MATLAB, Fortran, Python and R language.

SPNH

Text Driven Stock Market Prediction Based on Machine Learning Methods