IEEE MEGA PROJECT 2023

TEAM

• TEAM NAME: CODE SMITHS
• TEAM MEMBERS:
  • Saahit Kamu [Brainitech] backend programmer
  • Devashish Komiya ML model
  • Nischal UI Designer

Domain

Machine Learning [LSTM]

Description

A machine learning framework that can predict and visualise stock investments based on a stock code of a specific company. This model uses the DASH library of python to provide the current stock details provided by yfinance python library.

TECH Stack

• Language: Python
• Back-end Tools: DASH SKLearn
• Front-end Tools: HTML CSS FLASK
• Refference: here

Progress

Successfully implemented the idea after a few struggles with the ML model, few shortcuts had to be taken in order to overcome certain bugs with the model. Finalizing the UI design was tricky but thanks to @Nischal we over came it.

Execute Code

Prerequisites:

Python 3.11>

requirements.txt

• Clone the repo to your local directory
• Create a venv and install required libraries. {reffer requirements.txt}
• Run main.py

Sample