Data Science, AI, Gene Regulation.
complex systems like humans where gold standard datasets are limited. By using a probabilistic approach and variational inference, PMF-GRN provides uncertainty estimates for each predicted interaction. “Uncertainty estimates can be useful in situations where there are limited validated interactions