Vincent

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

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

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.

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

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

Blog, NEVERLAND

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

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

低维非线性晶格系统的热输运研究

Simulation of spring pendulum using MATHEMATICA

E-Commerce Comment Classification with Logistic Regression and LDA model

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🕷spider world with me

Text Driven Stock Market Prediction Based on Machine Learning Methods

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

miscellaneous files.

A Matlab program to search for number of citations for a research paper in PDF format.

It is the code, notes about the Stanford Course CS229 Machine Learning by Andrew NG.

Use NLP to predict stock price movement associated with news

List of companies in the S&P 500 together with associated financials

Notes and exercise attempts for "An Introduction to Statistical Learning"