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GUO's Projects

cuda-cs344 icon cuda-cs344

My solutions to Udacity's Parallel Programming course (CS 344)

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

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.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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