anhle199 / msdt_cryptocurrencyprediction

Predict cryptocurrency closing price (BTC, ETH, ADA) using LSTM model

CRYPTOCURRENCY PRICE PREDICTION

Install dependencies

• Run this command at the root directory:

  pip install -r requirements.txt
  

Runs app

1. Using source code

• Go to src directory:

  cd src
  

• Runs app on local (using python3 if your machine has both python 2 and python 3):

  python app.py
  

• App is running on http://localhost:8050, you can view it in the browser.

2. Using Docker

• Run below commands at the root directory.
• Build docker image:
  • For compose v1:

    docker-compose -f docker-compose.build.yml build crypto_prediction
    

  • For compose v2:

    ./build.sh
    

    or

    docker-compose -f docker-compose.build.yml build crypto_prediction
    

• Create container and run app:
  • For compose v1:

    docker-compose compose up -d crypto_prediction
    

  • For compose v2:

    docker compose compose up -d crypto_prediction
    

  • App is running on http://localhost:8050, you can view it in the browser.

Video demo

• [CSC13115 - 19KTPM] Cryptocurrency Prediction App Demo

References

• Stock price predictino machine learning project in Python