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Quickly predict the future prices of financial instruments with a customizable LSTM Recurrent Neural Network

Project description

price-predictor PyPI Project Page MIT License Supported Python Versions

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.

Project details


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