/Crypto-PD

Predicting Crypto Pump and Dumps

Primary LanguageJupyter Notebook

Crypto Pump and Dump Predictor for Stat 198 Final

Setup

  1. Install Python@3.8 and symlink it into your path and as python3 (or use an alias)
  2. pip3 install pipenv
  3. pipenv shell
  4. pipenv install

Structure

  • Use the ingestion directory for ingesting data from online datasets
  • Use the processing directory for processing the data and writing it to a format that can be used for training
  • Use the model directory for doing all the iterative training and model weight adjustments, as well as writing the model structure (layering etc.)
  • Use the visualization directory for dashboarding our progress and testing the model (initial thoughts are to use either Flask or Tensorboard)
  • Use run.py as an orchestrator (to help call certain methods and pass variables for training/re-training the model)
  • Use predictor.py to make predictions once the model is trained (this format will be figured out later)