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This package uses Long Short-Term Memory (LSTM) to forecast a stock price that user enters.

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YinPortfolioManagement

YinsCapital PRs Welcome

This is the official quantitative and statistical software package by Yin's Capital. Artificial Intelligence (AI) is the logical extension of human will. At Yin's Capital, we investigate marketable securities through not only the lens of human experience but also by machine power to discover the undiscovered intrinsic value of securities.

  • Copyright © Official quantitative and statistical software published by Yin's Capital.
  • Copyright © 2010 – Present Yiqiao Yin
  • Contact: Yiqiao Yin
  • Email: Yiqiao.Yin@YinsCapital.com

Installation and Development

Welcome to install our package. The entire package is written in python. One can use the following code to install this Github package.

pip install git+https://github.com/yiqiao-yin/YinPortfolioManagement.git # in command line
!pip install git+https://github.com/yiqiao-yin/YinPortfolioManagement.git # in jupyter notebook

For developers, one can clone package by simple git clone command (assuming in a desired directory).

git clone https://github.com/yiqiao-yin/YinPortfolioManagement.git

Documentation

We provide some basic education of Recurrent Neural Network (aka Long Short-Term Memory). The term Recurrent Neural Network is short for RNN and Long Short-Term Memory is short for LSTM.

  • A sample notebook for RNN education can be found here.
  • A sample notebook for installation and usage of the package can be found here.

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This package uses Long Short-Term Memory (LSTM) to forecast a stock price that user enters.

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