Minipyro

迷你 Pyro

该文件包含了Pyro概率编程语言的最小实现。API（方法签名等）尽可能与完整实现相匹配。该文件独立于Pyro的其他部分，除了pyro.distributions模块。

一个使用此实现的伴随示例可以在 examples/minipyro.py 找到。

class Adam(optim_args)

基础类：object

__call__(params)

class JitTrace_ELBO(**kwargs)

基础类：object

__call__(model, guide, *args)

class Messenger(fn=None)

基础类：object

__call__(*args, **kwargs)

postprocess_message(msg)

process_message(msg)

class PlateMessenger(fn, size, dim)

基础类：pyro.contrib.minipyro.Messenger

process_message(msg)

class SVI(model, guide, optim, loss)

基础类：object

step(*args, **kwargs)

Trace_ELBO(**kwargs)

apply_stack(msg)

class block(fn=None, hide_fn=<function block.<lambda>>)

基础类：pyro.contrib.minipyro.Messenger

process_message(msg)

elbo(model, guide, *args, **kwargs)

get_param_store()

param(name, init_value=None, constraint=Real(), event_dim=None)

plate(name, size, dim=None)

class replay(fn, guide_trace)

基础类：pyro.contrib.minipyro.Messenger

process_message(msg)

sample(name, fn, *args, **kwargs)

class seed(fn=None, rng_seed=None)

基础类：pyro.contrib.minipyro.Messenger

class trace(fn=None)

基础类：pyro.contrib.minipyro.Messenger

get_trace(*args, **kwargs)

postprocess_message(msg)