pymc.MeanField
==============

.. currentmodule:: pymc

.. autoclass:: MeanField

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      MeanField.__init__
      MeanField.collect
      MeanField.get_optimization_replacements
      MeanField.make_size_and_deterministic_replacements
      MeanField.rslice
      MeanField.sample
      MeanField.sample_node
      MeanField.set_size_and_deterministic
      MeanField.symbolic_sample_over_posterior
      MeanField.symbolic_single_sample
      MeanField.to_flat_input
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MeanField.all_histograms
      ~MeanField.any_histograms
      ~MeanField.datalogp
      ~MeanField.datalogp_norm
      ~MeanField.ddim
      ~MeanField.has_logq
      ~MeanField.inputs
      ~MeanField.joint_histogram
      ~MeanField.logp
      ~MeanField.logp_norm
      ~MeanField.logq
      ~MeanField.logq_norm
      ~MeanField.ndim
      ~MeanField.params
      ~MeanField.replacements
      ~MeanField.sample_dict_fn
      ~MeanField.scale_cost_to_minibatch
      ~MeanField.single_symbolic_datalogp
      ~MeanField.single_symbolic_logp
      ~MeanField.single_symbolic_varlogp
      ~MeanField.sized_symbolic_datalogp
      ~MeanField.sized_symbolic_logp
      ~MeanField.sized_symbolic_varlogp
      ~MeanField.symbolic_logq
      ~MeanField.symbolic_normalizing_constant
      ~MeanField.symbolic_random
      ~MeanField.symbolic_randoms
      ~MeanField.varlogp
      ~MeanField.varlogp_norm