# NeuPI/docs/source/examples.rst

Examples

This section provides hands-on examples in the form of Jupyter notebooks that demonstrate the core functionalities of the NeuPI library.

Notebooks

• NeuPI: Loading and Evaluating PGMs
  • Setup
  • Part 1: Working with a Markov Network (MN)
  • Part 2: Working with a Sum-Product Network (SPN)
  • Conclusion
• NeuPI: Self-Supervised Training of a Neural Surrogate
  • Setup
  • Conclusion
• NeuPI: Inference and Test-Time Refinement
  • Setup
• NeuPI: Advanced Discretization Methods
  • Setup
  • Comparison and Conclusion