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Vincent's Projects

cs229 icon cs229

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

fem_heston_model icon fem_heston_model

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

ff5_mc icon ff5_mc

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

fpu-beta icon fpu-beta

低维非线性晶格系统的热输运研究

google_citation icon google_citation

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

myregression-python icon 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).

mysvm-matlab icon mysvm-matlab

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

sentimap icon sentimap

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

spnh icon spnh

Text Driven Stock Market Prediction Based on Machine Learning Methods

stat-learning icon stat-learning

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

time_series_arima-garch icon 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.

weixin_crawler icon weixin_crawler

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