SVI --- .. automodule:: pyro.infer.svi :members: :undoc-members: :show-inheritance: ELBO ---- .. automodule:: pyro.infer.elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.trace_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.tracegraph_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.traceenum_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.trace_mean_field_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.trace_tail_adaptive_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.renyi_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource .. automodule:: pyro.infer.tracetmc_elbo :members: :undoc-members: :show-inheritance: :member-order: bysource Importance ---------- .. automodule:: pyro.infer.importance :members: :undoc-members: :show-inheritance: Reweighted Wake-Sleep --------------------- .. automodule:: pyro.infer.rws :members: :undoc-members: :show-inheritance: Sequential Monte Carlo ---------------------- .. automodule:: pyro.infer.smcfilter :members: :undoc-members: :show-inheritance: Stein Methods ---------------------- .. automodule:: pyro.infer.svgd :members: :undoc-members: :show-inheritance: Likelihood free methods ----------------------- .. automodule:: pyro.infer.energy_distance :members: :undoc-members: :special-members: __call__ :show-inheritance: :member-order: bysource Discrete Inference ------------------ .. automodule:: pyro.infer.discrete :members: :show-inheritance: :member-order: bysource Prediction utilities -------------------- .. automodule:: pyro.infer.predictive :members: :undoc-members: :show-inheritance: .. automodule:: pyro.infer.abstract_infer :members: :undoc-members: :show-inheritance: