ContNonContractRV.init#

ContNonContractRV.__init__(name=None, ndim_supp=None, ndims_params=None, dtype=None, inplace=None)#

Create a random variable Op.

Parameters:

name (str) – The Op’s display name.
ndim_supp (int) – Total number of dimensions for a single draw of the random variable (e.g. a multivariate normal draw is 1D, so ndim_supp = 1).
ndims_params (list of int) – Number of dimensions for each distribution parameter when the parameters only specify a single drawn of the random variable (e.g. a multivariate normal’s mean is 1D and covariance is 2D, so ndims_params = [1, 2]).
dtype (str (optional)) – The dtype of the sampled output. If the value "floatX" is given, then dtype is set to pytensor.config.floatX. If None (the default), the dtype keyword must be set when RandomVariable.make_node is called.
inplace (boolean (optional)) – Determine whether or not the underlying rng state is updated in-place or not (i.e. copied).

ContNonContractRV.__init__#