Coder Social home page Coder Social logo

jaimehuang168 / lstm-stock-predict Goto Github PK

View Code? Open in Web Editor NEW

This project forked from joeychang0204/lstm-stock-predict

0.0 0.0 0.0 19.76 MB

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Python 13.57% Jupyter Notebook 86.43%

lstm-stock-predict's Introduction

LSTM Neural Network for Stock Market Prediction

Predicting stock market's price using LSTM.

Baseline for this code

GUI Demo of the neural network

TA-lib for feature extraction

Requirements

Install requirements.txt file to make sure correct versions of libraries are being used.

  • Python 3.5.x
  • TensorFlow 1.10.0
  • Numpy 1.15.0
  • Keras 2.2.2
  • Matplotlib 2.2.2

To run the GUI, install these dependencies first:

  • Python3
  • Python3-tk
  • TensorFlow
  • Pandas
  • Matplotlib
  • Keras

Output for improved stock market multi-sequence predictions:

Output for latest S&P 500 data

lstm-stock-predict's People

Contributors

jaungiers avatar joeychang0204 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.