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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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VAE_data #18

Open silahian opened 5 years ago

silahian commented 5 years ago

I'm having issues with the following code in 3.8.1 section

batch_size = 64
n_batches = VAE_data.shape[0]/batch_size
VAE_data = VAE_data.values

Where VAE_data is coming from?

jsabhishek commented 5 years ago

I too am having the same issue. Can you please help @borisbanushev !!!

JeanLoriston commented 5 years ago

@borisbanushev Im also having the issue is it a python package or something else?

toimfortes commented 5 years ago

Hi Boris, this is not defined anywhere in your notebook. What is VAE_data coming from?

Thanks

DonRoboto commented 5 years ago

I have the same issue. Can you please help us @borisbanushev !

Thanks

Raghav-Sao commented 5 years ago

i have the same doubt, plz help @borisbanushev

andreastasia commented 4 years ago

I have the same problem. I found something about vae_data, which should be implemented in mxnet (take a look https://github.com/eitan3/dfc-vae/blob/master/vae_data.py). But I am a beginner and also trying doing that, I have not found a solution...

Thanks

IISuperluminaLII commented 4 years ago

bruh vae_data is just the combined features data. Since it literally says "VAE used for higher level feature extraction" so from the talk it holds that VAE_Data=(PRICE+AIRMA+FFT+CORRELATED ASSET DATA+.....).. all implementation of this notebook will be UNIQUE except for the AI part

FrankSD commented 3 years ago

Can anyone provide the code to combine all the features please?

justusvw commented 3 years ago

Hi everyone. I've got the same problem. Is there a solution?