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davidpaulkim's Projects

generator-jhipster icon generator-jhipster

Open Source application platform for creating Spring Boot + Angular/React projects in seconds!

jhipster-vuejs icon jhipster-vuejs

A Vue.js blueprint for JHipster. It will use Vue.js as the frontend library!

msa-study icon msa-study

SpringBoot와 Vue를 이용한 웹사이트 제작

stock-market-price-prediction icon stock-market-price-prediction

In this project, we aim to use Generative Adversarial Network (GAN) model in order to predict the stock prices from a time series data.

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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