The Scallop framework integrates with PyTorch to allow neural networks to feed probabilistic facts into logic programs and receive gradients from logical reasoning outcomes, enabling training with feedback from logical constraints.

Authors

• Person: Not available Organization: Springer
  A Comprehensive Review of Neuro-symbolic AI for Robustness ...

Sources

• A Comprehensive Review of Neuro-symbolic AI for Robustness ... link.springer.com Springer via serper

Referenced by nodes (2)

• artificial neural networks concept
• PyTorch concept