Pinned Repositories
Cluster-Kmeans-EMGMM-PCA
Wine Types Clustering using K-Means, EM-GMM and PCA
FEM_Heston_Model
We apply Finite Element Method (FEM) for option pricing problem under Heston's Model.
FF5_MC
The topic is about using Monte Carlo technique to investigate some linear regression properties of the Fama-French five-factor 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).
mySVM-MATLAB
Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.
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
TextClassification-Logit-BOTopic
E-Commerce Comment Classification with Logistic Regression and LDA model
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.
vincent27hugh's Repositories
vincent27hugh/mySVM-MATLAB
Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.
vincent27hugh/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.
vincent27hugh/Cluster-Kmeans-EMGMM-PCA
Wine Types Clustering using K-Means, EM-GMM and PCA
vincent27hugh/FEM_Heston_Model
We apply Finite Element Method (FEM) for option pricing problem under Heston's Model.
vincent27hugh/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).
vincent27hugh/FF5_MC
The topic is about using Monte Carlo technique to investigate some linear regression properties of the Fama-French five-factor model.
vincent27hugh/SentiMap
This is a project to take use of text mining techniques to analyze social media data and generate some sentiment maps.
vincent27hugh/TextClassification-Logit-BOTopic
E-Commerce Comment Classification with Logistic Regression and LDA model
vincent27hugh/Solving-Nonlinear-Equations
Demo of solving a nonlinear equation using MATLAB, Fortran, Python and R language.
vincent27hugh/SPNH
Text Driven Stock Market Prediction Based on Machine Learning Methods
vincent27hugh/CS229
It is the code, notes about the Stanford Course CS229 Machine Learning by Andrew NG.
vincent27hugh/FPU-beta
低维非线性晶格系统的热输运研究
vincent27hugh/Google_Citation
A Matlab program to search for number of citations for a research paper in PDF format.
vincent27hugh/Miscellaneous-Files.
miscellaneous files.
vincent27hugh/s-and-p-500-companies
List of companies in the S&P 500 together with associated financials
vincent27hugh/Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction
Use NLP to predict stock price movement associated with news
vincent27hugh/spider_world
🕷spider world with me
vincent27hugh/Spring_Pendulum_Simulation_Mathematica
Simulation of spring pendulum using MATHEMATICA
vincent27hugh/stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
vincent27hugh/vincent27hugh.github.io
Blog, NEVERLAND
vincent27hugh/weixin_crawler
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