PyMCModel
=========

.. currentmodule:: causalpy.pymc_models

.. autoclass:: PyMCModel

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

   
      PyMCModel.__init__
      PyMCModel.add_coord
      PyMCModel.add_coords
      PyMCModel.add_named_variable
      PyMCModel.build_model
      PyMCModel.calculate_cumulative_impact
      PyMCModel.calculate_impact
      PyMCModel.check_start_vals
      PyMCModel.compile_d2logp
      PyMCModel.compile_dlogp
      PyMCModel.compile_fn
      PyMCModel.compile_logp
      PyMCModel.create_value_var
      PyMCModel.d2logp
      PyMCModel.debug
      PyMCModel.dlogp
      PyMCModel.eval_rv_shapes
      PyMCModel.fit
      PyMCModel.initial_point
      PyMCModel.logp
      PyMCModel.logp_dlogp_function
      PyMCModel.make_obs_var
      PyMCModel.name_for
      PyMCModel.name_of
      PyMCModel.point_logps
      PyMCModel.predict
      PyMCModel.print_coefficients
      PyMCModel.profile
      PyMCModel.register_data_var
      PyMCModel.register_rv
      PyMCModel.replace_rvs_by_values
      PyMCModel.score
      PyMCModel.set_data
      PyMCModel.set_dim
      PyMCModel.set_initval
      PyMCModel.shape_from_dims
      PyMCModel.to_graphviz
      PyMCModel.update_start_vals
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~PyMCModel.basic_RVs
      ~PyMCModel.continuous_value_vars
      ~PyMCModel.coords
      ~PyMCModel.datalogp
      ~PyMCModel.dim_lengths
      ~PyMCModel.discrete_value_vars
      ~PyMCModel.isroot
      ~PyMCModel.observedlogp
      ~PyMCModel.parent
      ~PyMCModel.potentiallogp
      ~PyMCModel.prefix
      ~PyMCModel.root
      ~PyMCModel.unobserved_RVs
      ~PyMCModel.unobserved_value_vars
      ~PyMCModel.value_vars
      ~PyMCModel.varlogp
      ~PyMCModel.varlogp_nojac