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Jian LI's Projects

addaandcooper icon addaandcooper

Code to solve exercises from Adda and Cooper's "Dynamic Economics" book

asp icon asp

PHBS Applied Stochastic Processes Course Website

bitcoinbook icon bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

chinese-erj icon chinese-erj

《经济研究》杂志 LaTeX 论文模板 - LaTeX Template for Economic Research Journal

cplusplus_tutorials icon cplusplus_tutorials

My personal projects for learning C++, following lessons from the book "Introduction to Programming with C++" by Y. Daniel Liang

githubtest icon githubtest

A test repository for studdents to learn github features like pull-requests and branch, etc

heston-normal-and-rough icon heston-normal-and-rough

European and Forward-start option pricing and implied volatility in the Heston and rough Heston model

ipca icon ipca

Instrumented Principal Components Analysis

me414 icon me414

ME414 Introduction to Data Science and Big Data Analytics 2017

multifactor2_barra icon multifactor2_barra

Hi! We are one of the learning teams of QTA from PHBS. In this repository, we will build a multifactor model with Barra. Let's study together~

networkcasc icon networkcasc

Repeat Simulation and Empirical Results in "A Dynamic Network Perspective on the Latent Group Structure of Cryptocurrencies"

pyfeng icon pyfeng

Python Financial ENGineering (PyFENG package in PyPI.org)

stock-price-prediction-using-gan icon stock-price-prediction-using-gan

In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that is capable of learning order dependence in sequence prediction problems. Furthermore, we will utilize Generative Adversarial Network(GAN) to make the prediction. LSTM will be used as a generator, and CNN as a discriminator. In addition, Natural Language Processing(NLP) will also be used in this project to analyze the influence of News on stock prices.

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