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borisbanushev / stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
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Code request for gan/rl #236

Open heorhii-bolotov opened 3 years ago

heorhii-bolotov commented 3 years ago

Hello Boris,

I am a 3 year student in KPI, Ukraine, major in Computer Engineering. Currently, working on university project related to stock prices prediction, etc. I have been looking for some good example quite a long time, as long as I have no experience in working with time series. I liked your code and wanted to reimplement on Pytorch in order to get into it more in depth. However, encountered some problems and questions regarding feature engineering(like commodities, indices), with gan and rl agents not familiar at all.

Would be very grateful if you could share your code.

Thank you for your attention, Heorgii Bolotov zhora2001zhora@gmail.com

milanziuziakowski commented 3 years ago

Hi, I'm in similar situation, I would very appreciate your code for GAN and RL, e-mail : mziuziakowski@wp.pl Thanks

wmaclaren commented 3 years ago

Hello, I would Thank you for sharing your code and ideas for stock prediction. It's really inspiring. I would like to ask you for the code on GAN and RL, like so many others here. I have code that I'm using today with GAN and CNN but would am unsure of how to implement LSTM and RL.

Ps. Although I'm not there yet, if possible, could you share code on Bayesian optimization? K

My email: willmaclar@gmail.com

Kind regards,

StarFyx commented 3 years ago

Hello, I am a student from HaiNan university in China.I am working on time series prediction with GAN. I would be appreciate it if you could share your code for GAN and RL. Thank you for your sharing and attention. Yuexin Fu My email:fuyuexin@cumt.edu.cn