Modular Probabilistic Models via Algebraic Effects

Minh Nguyen, Roly Perera, Meng Wang +1

Probabilistic programming languages (PPLs) allow programmers to construct statistical models and then simulate data or perform inference over them. Many PPLs restrict models to a p…