ChickenBenny / Stock-prediction-with-GAN-and-WGAN

stock prediction with GAN and WGAN

Stock prediction with GAN and WGAN

This project is trying to use gan and wgan-gp to predict stock price, and compare the result whether gan can predict more accurate than gru model.

🔽 Reference

Journal: Journal of Computer Science

Title: Stock price prediction using Generative Adversarial Networks

Author: Chen Chen, HungChun Lin

Link: https://thescipub.com/abstract/jcssp.2021.188.196

🖥️ Result

📮Comparison

🌟Predict by WGAN-GP model

🌟predict by GAN model

🌟Predict by GRU model

📝Feature

🔗Related Repo

1. https://github.com/borisbanushev/stockpredictionai
2. https://github.com/hungchun-lin/Stock-price-prediction-using-GAN

License

MIT © ChickenBenny