Examples

This section provides practical examples of using the Elliptic Bitcoin Toolkit v0.1.0a4.

Example Notebooks

• Temporal Rolling CV Example
  • Temporal Rolling CV: Splits Visualization
• Random Forest Classification Example
  • Elliptic Bitcoin Dataset: Random Forest Example
  • Loading the Elliptic Bitcoin Dataset
  • Training a model
  • Model evaluation
• Graph Convolutional Network Example
  • Elliptic Bitcoin Dataset: Graph Convolutional Network Example
  • Loading the Dataset
  • Preparing Graph Data
  • Training a GCN Model
  • Model Evaluation
  • Hyperparameter Tuning
  • Visualizing Results

Running the Examples

To run these examples locally:

# Navigate to examples directory
cd examples/

# Run basic usage
python basic_usage.py

# Start Jupyter for notebook examples
jupyter notebook random_forest.ipynb