reference
Huang, J., Li, Z., Chen, B., Samel, K., Naik, M., Song, L., and Si, X. created Scallop, a system for scalable differentiable reasoning that bridges probabilistic deductive databases and neural networks, published in the 2021 Advances in Neural Information Processing Systems.

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