Design Docs

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Fritz Obermeyer edited this page Oct 11, 2021 · 26 revisions

This page collects design documents for the Pyro family of projects (Pyro, NumPyro, Funsor, Pyro-api).

2021-10-10 Funsor Trace_ELBO
2021-09-11 AutoGaussian guide
2021-03-19 Using low rank mass matrix in NumPyro's NUTS
2021-01-30 Funsor adjoints
2020-07-30 Phylogeny inference
2020-04-10 Epidemiological models
2020-02-12 pyro.contrib.forecast
2020-02-06 Funsors in Pyro & NumPyro
2020-01-13 Backend-agnostic Funsor
2020-01-10 pyro.barrier
2019-09-16 pyro.generic
2019-09-09 Pyro 1.0 release (copy)
2019-07-01 Conditional distributions and transforms
2019-01-27 Functional Tensors
2019-01-25 Conjugacy in Pyro
2018-11-03 pyro.markov
2018-20-29 Universal variable elimination (copy)
2018-04-27 Making Pyro compatible with the PyTorch JIT
2018-03-27 Marginals and Posteriors
2018-03-23 Dynamic programming factor graphs
2018-02-05 Tensor dimensions in Pyro 0.2
2017-11-10 PyTorch Distributions