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A simple script using an LSTM (long short term memory) neural net that predicts the closing price of a stock.

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eddinho/pystock

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PyStock

Predict the closing stock price using a neural net LSTM (long short term memory) using TensorFlow backend.

Installation

git clone https://github.com/eddinho/pystock.git

sudo cp ~/dev/pystock/pystock /usr/local/bin/ 

sudo chmod +x /usr/local/bin/pystock

Usage

pystock IBM

Stock closing price history

Stock closing price plot

Validation data

Validation plot

The prediced closing price for the current day:

Price prediction