Stock Prediction Using LSTM

Dataset(s) used

• Kaggle: S&P500 & Nasdaq price (1986-2024)

Report

Report written in IEEE

Objectives

• Stock price prediction: using historical data to predict future stock price

How to use

• python -m venv myenv (make a fresh virtual enviornment)
• pip install -r requirements.txt (to download dependencies onto venv)
  • reference: https://stackoverflow.com/questions/51863155/do-we-need-to-upload-virtual-env-on-github-too
• python -m flask run

Contributers

ML Model & Parameter Tuning:

Sean Chen

Parameter tuning:

Kazuya Okamoto

Website:

Minji Yun