Skip to content

The Smart Investor's Guide is a Machine Learning based website designed using Django's Framework to analyze stocks

Notifications You must be signed in to change notification settings

Sohamp2606/Invest-Pro

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

18 Commits
 
 
 
 

Repository files navigation

InvestPro

Minimal Financial Company LinkedIn Sponsored Content (1)

Introduction

This web application is designed for stock analysis, leveraging real-time stock price data fetched from an API. It offers a range of features including a Risk-O-Meter (formerly PIE chart) displaying risk levels, live charts, prediction charts, and the integration of technical indicators . Notably, the addition of technical indicators enhances the application by providing insights such as strong sell, sell, and buy signals. In addition to stock price predictions, the application now includes market watch functionality, displaying both today's and next day's prices. A key highlight of the project is the implementation of LSTM (Long Short-Term Memory) algorithm, . This algorithm enables the application to predict stock prices based on real-time data, catering to the needs of investors and traders in making informed decisions in the stock market.

Walkthrough video :

Home.and.2.more.pages.-.Personal.-.Microsoft_.Edge.2024-03-09.15-45-04.online-video-cutter.com.mp4

Technology Used:

  • Languages:

    • PYTHON
    • HTML
    • CSS
  • FrameWork:

    • DJANGO
  • ML:

    • NumPy
    • Pandas
    • scikit-learn
  • Database:

    • SQLite
  • API used for:

    • Yahoo Finance API

Output Screen-shots:

The Home page of the application

Screenshot 2024-03-09 143708

Get Start --> show Stock Tickers list

list2

Screenshot 2024-03-09 145517

View Chart --> LIVE Chart

Screenshot 2024-03-09 151249

Click Analysis --> Risk-O-meter

Screenshot 2024-03-09 143944

Technical Indicator

Screenshot 2024-03-09 143812

Click Predict --> show PREDICTION Chart

Screenshot 2024-03-09 145914

Market Watch

Screenshot 2024-03-09 143752

Thank You , Keep Learning Keep Coding

About

The Smart Investor's Guide is a Machine Learning based website designed using Django's Framework to analyze stocks

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published