Examples

The examples directory includes python scripts and jupyter notebooks to help you get started

• Generating correlation matrices from data

• Manipulating correlation matrices

• Visualizing correlation matrices

Python Scripts

Located in examples/python (For testing purposes all examples can be run using the run_examples.py script located in the root directory)

Empirical correlation Matrix

• empirical_correlation_matrix.py

Example workflows using correlationMatrix to estimate an empirical correlation matrix

Matrix Operations

• matrix_operations.py

Examples using correlationMatrix to perform various correlation matrix operations

Generate Synthetic Data

• generate_synthetic_data.py

Example workflows using correlationMatrix to generate synthetic data. (Edit the dataset selector to switch between examples)

Generate Visuals

• generate_visuals.py

Example workflows using correlationMatrix to generate visualizations