Quickly predict the future prices of financial instruments with a customizable LSTM Recurrent Neural Network
Project description
Quickly predict the future prices of financial instruments with a customizable LSTM Recurrent Neural Network
Price-Predictor
You need only a valid yahoo finance symbol like: “EURUSD=X”, “^DJI” or “AMZN”
Download temporarily the financial data from the optionally specified date (if not specified it starts from july 2010)
A LSTM RNN will be trained and it will automatically predict the next opening price of the instrument
Installation
With Python and Pip installed, do:
pip3 install price-predictor
Wait for the dependencies to be installed, tensorflow may need a few minutes.
Usage
Command-line Just write the command from your shell
price_predictor
Python Library
from price_predictor import price_predictor as pp
Then you can use the same function as in the command line and a few more tools.
Disclaimer
I am in no way affiliated with, authorized, maintained or endorsed by Yahoo Finance or any of its affiliates or subsidiaries. This is an independent and unofficial project.
It is licensed under an MIT license. Refer to the LICENSE file for more information.