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PyMC can use NumPyro as a backend. PyMC's syntax and primitives for declaring models are much nicer than (Num)Pyro's, as is the developer experience overall. Bu
by tfehring 2y ago
PyMC can use NumPyro as a backend. PyMC's syntax and primitives for declaring models are much nicer than (Num)Pyro's, as is the developer experience overall. But those come at the cost of having to deal with PyTensor (a fork of a fork of Theano), which is quite bad IMO, instead of just working with Numpy or PyTorch.