Notice: this is an alpha version for educational purposes

Features

Cryptocurrency data analysis tool

• Use of Anaconda 23.1.0
• Use of TensorFlow, Keras and scikit-learn:
  • GPU release of tensorflow 2.6.0
    • Anaconda environment created with: conda create -n tf-gpu tensorflow-gpu
    • Notice: after the environment is created this way Python version gets updated to 3.9.16
    • scikit-learn 1.0.2 added to the environment
    • Binance API added to the environment (python-binance 1.0.17):
      • https://python-binance.readthedocs.io/en/latest/overview.html
    • plotly 5.13.1 added to the environment
    • kaleido 0.2.1 added to the environment
    • pandas 1.4.4 added to the environment

Links

This work is based on MEET NAGADIA notebook in kaggle. Please visit:

<link> : https://www.kaggle.com/code/meetnagadia/bitcoin-price-prediction-using-lstm