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