所有可用代码的模块

• pyro.contrib.autoname.autoname
• pyro.contrib.autoname.named
• pyro.contrib.autoname.scoping
• pyro.contrib.bnn.hidden_layer
• pyro.contrib.cevae
• pyro.contrib.easyguide.easyguide
• pyro.contrib.epidemiology.compartmental
• pyro.contrib.epidemiology.distributions
• pyro.contrib.epidemiology.models
• pyro.contrib.examples.bart
• pyro.contrib.examples.multi_mnist
• pyro.contrib.examples.nextstrain
• pyro.contrib.examples.util
• pyro.contrib.forecast.evaluate
• pyro.contrib.forecast.forecaster
• pyro.contrib.funsor.handlers
• pyro.contrib.funsor.handlers.named_messenger
• pyro.contrib.funsor.handlers.primitives
• pyro.contrib.funsor.handlers.runtime
• pyro.contrib.funsor.infer.discrete
• pyro.contrib.funsor.infer.elbo
• pyro.contrib.funsor.infer.trace_elbo
• pyro.contrib.funsor.infer.traceenum_elbo
• pyro.contrib.funsor.infer.tracetmc_elbo
• pyro.contrib.gp.kernels.brownian
• pyro.contrib.gp.kernels.coregionalize
• pyro.contrib.gp.kernels.dot_product
• pyro.contrib.gp.kernels.isotropic
• pyro.contrib.gp.kernels.kernel
• pyro.contrib.gp.kernels.periodic
• pyro.contrib.gp.kernels.static
• pyro.contrib.gp.likelihoods.binary
• pyro.contrib.gp.likelihoods.gaussian
• pyro.contrib.gp.likelihoods.likelihood
• pyro.contrib.gp.likelihoods.multi_class
• pyro.contrib.gp.likelihoods.poisson
• pyro.contrib.gp.models.gplvm
• pyro.contrib.gp.models.gpr
• pyro.contrib.gp.models.model
• pyro.contrib.gp.models.sgpr
• pyro.contrib.gp.models.vgp
• pyro.contrib.gp.models.vsgp
• pyro.contrib.gp.parameterized
• pyro.contrib.gp.util
• pyro.contrib.minipyro
• pyro.contrib.mue.dataloaders
• pyro.contrib.mue.missingdatahmm
• pyro.contrib.mue.models
• pyro.contrib.mue.statearrangers
• pyro.contrib.oed.eig
• pyro.contrib.randomvariable.random_variable
• pyro.contrib.timeseries.base
• pyro.contrib.timeseries.gp
• pyro.contrib.timeseries.lgssm
• pyro.contrib.timeseries.lgssmgp
• pyro.contrib.tracking.assignment
• pyro.contrib.tracking.distributions
• pyro.contrib.tracking.dynamic_models
• pyro.contrib.tracking.extended_kalman_filter
• pyro.contrib.tracking.hashing
• pyro.contrib.tracking.measurements
• pyro.contrib.zuko
• pyro.distributions.affine_beta
• pyro.distributions.asymmetriclaplace
• pyro.distributions.avf_mvn
• pyro.distributions.coalescent
• pyro.distributions.conditional
• pyro.distributions.conjugate
• pyro.distributions.constraints
• pyro.distributions.delta
• pyro.distributions.diag_normal_mixture
• pyro.distributions.diag_normal_mixture_shared_cov
• pyro.distributions.distribution
• pyro.distributions.empirical
• pyro.distributions.extended
• pyro.distributions.folded
• pyro.distributions.gaussian_scale_mixture
• pyro.distributions.grouped_normal_normal
• pyro.distributions.hmm
• pyro.distributions.improper_uniform
• pyro.distributions.inverse_gamma
• pyro.distributions.lkj
• pyro.distributions.log_normal_negative_binomial
• pyro.distributions.logistic
• pyro.distributions.mixture
• pyro.distributions.multivariate_studentt
• pyro.distributions.nanmasked
• pyro.distributions.omt_mvn
• pyro.distributions.one_one_matching
• pyro.distributions.one_two_matching
• pyro.distributions.ordered_logistic
• pyro.distributions.polya_gamma
• pyro.distributions.projected_normal
• pyro.distributions.rejector
• pyro.distributions.relaxed_straight_through
• pyro.distributions.sine_bivariate_von_mises
• pyro.distributions.sine_skewed
• pyro.distributions.softlaplace
• pyro.distributions.spanning_tree
• pyro.distributions.stable
• pyro.distributions.testing.gof
• pyro.distributions.torch
• pyro.distributions.torch_distribution
• pyro.distributions.torch_transform
• pyro.distributions.transforms
• pyro.distributions.transforms.affine_autoregressive
• pyro.distributions.transforms.affine_coupling
• pyro.distributions.transforms.basic
• pyro.distributions.transforms.batchnorm
• pyro.distributions.transforms.block_autoregressive
• pyro.distributions.transforms.cholesky
• pyro.distributions.transforms.discrete_cosine
• pyro.distributions.transforms.generalized_channel_permute
• pyro.distributions.transforms.haar
• pyro.distributions.transforms.householder
• pyro.distributions.transforms.lower_cholesky_affine
• pyro.distributions.transforms.matrix_exponential
• pyro.distributions.transforms.neural_autoregressive
• pyro.distributions.transforms.normalize
• pyro.distributions.transforms.ordered
• pyro.distributions.transforms.permute
• pyro.distributions.transforms.planar
• pyro.distributions.transforms.polynomial
• pyro.distributions.transforms.power
• pyro.distributions.transforms.radial
• pyro.distributions.transforms.simplex_to_ordered
• pyro.distributions.transforms.softplus
• pyro.distributions.transforms.spline
• pyro.distributions.transforms.spline_autoregressive
• pyro.distributions.transforms.spline_coupling
• pyro.distributions.transforms.sylvester
• pyro.distributions.transforms.unit_cholesky
• pyro.distributions.unit
• pyro.distributions.von_mises_3d
• pyro.distributions.zero_inflated
• pyro.infer.abstract_infer
• pyro.infer.autoguide.effect
• pyro.infer.autoguide.gaussian
• pyro.infer.autoguide.guides
• pyro.infer.autoguide.initialization
• pyro.infer.autoguide.structured
• pyro.infer.discrete
• pyro.infer.elbo
• pyro.infer.energy_distance
• pyro.infer.enum
• pyro.infer.importance
• pyro.infer.inspect
• pyro.infer.mcmc.adaptation
• pyro.infer.mcmc.api
• pyro.infer.mcmc.hmc
• pyro.infer.mcmc.mcmc_kernel
• pyro.infer.mcmc.nuts
• pyro.infer.mcmc.rwkernel
• pyro.infer.mcmc.util
• pyro.infer.predictive
• pyro.infer.renyi_elbo
• pyro.infer.reparam.conjugate
• pyro.infer.reparam.discrete_cosine
• pyro.infer.reparam.haar
• pyro.infer.reparam.hmm
• pyro.infer.reparam.loc_scale
• pyro.infer.reparam.neutra
• pyro.infer.reparam.projected_normal
• pyro.infer.reparam.reparam
• pyro.infer.reparam.softmax
• pyro.infer.reparam.split
• pyro.infer.reparam.stable
• pyro.infer.reparam.strategies
• pyro.infer.reparam.structured
• pyro.infer.reparam.studentt
• pyro.infer.reparam.transform
• pyro.infer.reparam.unit_jacobian
• pyro.infer.resampler
• pyro.infer.rws
• pyro.infer.smcfilter
• pyro.infer.svgd
• pyro.infer.svi
• pyro.infer.trace_elbo
• pyro.infer.trace_mean_field_elbo
• pyro.infer.trace_tail_adaptive_elbo
• pyro.infer.traceenum_elbo
• pyro.infer.tracegraph_elbo
• pyro.infer.tracetmc_elbo
• pyro.infer.util
• pyro.nn.auto_reg_nn
• pyro.nn.dense_nn
• pyro.nn.module
• pyro.ops.contract
• pyro.ops.dual_averaging
• pyro.ops.einsum
• pyro.ops.gaussian
• pyro.ops.indexing
• pyro.ops.integrator
• pyro.ops.jit
• pyro.ops.newton
• pyro.ops.special
• pyro.ops.ssm_gp
• pyro.ops.stats
• pyro.ops.streaming
• pyro.ops.tensor_utils
• pyro.ops.welford
• pyro.optim.adagrad_rmsprop
• pyro.optim.clipped_adam
• pyro.optim.horovod
• pyro.optim.lr_scheduler
• pyro.optim.multi
• pyro.optim.optim
• pyro.params.param_store
• pyro.poutine.block_messenger
• pyro.poutine.broadcast_messenger
• pyro.poutine.collapse_messenger
• pyro.poutine.condition_messenger
• pyro.poutine.do_messenger
• pyro.poutine.enum_messenger
• pyro.poutine.escape_messenger
• pyro.poutine.guide
• pyro.poutine.handlers
• pyro.poutine.indep_messenger
• pyro.poutine.infer_config_messenger
• pyro.poutine.lift_messenger
• pyro.poutine.markov_messenger
• pyro.poutine.mask_messenger
• pyro.poutine.messenger
• pyro.poutine.plate_messenger
• pyro.poutine.reentrant_messenger
• pyro.poutine.reparam_messenger
• pyro.poutine.replay_messenger
• pyro.poutine.runtime
• pyro.poutine.scale_messenger
• pyro.poutine.seed_messenger
• pyro.poutine.subsample_messenger
• pyro.poutine.substitute_messenger
• pyro.poutine.trace_messenger
• pyro.poutine.trace_struct
• pyro.poutine.uncondition_messenger
• pyro.poutine.util
• pyro.primitives
• pyro.settings
• pyro.util