ModelBuilder
============

.. currentmodule:: causalpy.pymc_models

.. autoclass:: ModelBuilder

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree:

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

   
   
   .. rubric:: Attributes

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