vincent27hugh

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Vincent's repositories

mySVM-MATLAB

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

Language:MATLAB25 30

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.

Language:R11 30

Cluster-Kmeans-EMGMM-PCA

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

Language:Jupyter NotebookMIT9 20

FEM_Heston_Model

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

Language:MATLABNOASSERTION9 30

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).

Language:PythonMIT5 20

FF5_MC

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

Language:RMIT2 20

SentiMap

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

Language:RMIT2 60

TextClassification-Logit-BOTopic

E-Commerce Comment Classification with Logistic Regression and LDA model

Language:Jupyter NotebookMIT2 20

Solving-Nonlinear-Equations

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

Language:Matlab1 20

SPNH

Text Driven Stock Market Prediction Based on Machine Learning Methods

Language:HTMLMIT1 20

CS229

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

Language:Matlab020

FPU-beta

低维非线性晶格系统的热输运研究

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Google_Citation

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

Language:Matlab020

Miscellaneous-Files.

miscellaneous files.

Language:Matlab020

s-and-p-500-companies

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

Language:Python020

Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction

Use NLP to predict stock price movement associated with news

Language:PythonMIT020

spider_world

🕷spider world with me

Language:Python010

Spring_Pendulum_Simulation_Mathematica

Simulation of spring pendulum using MATHEMATICA

Language:Mathematica010

stat-learning

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

Language:HTML020

vincent27hugh.github.io

Blog, NEVERLAND

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weixin_crawler

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Language:Python010