Type Laplace
Namespace tensorflow.distributions
Parent Distribution
Interfaces ILaplace
The Laplace distribution with location `loc` and `scale` parameters. #### Mathematical details The probability density function (pdf) of this distribution is, ```none
pdf(x; mu, sigma) = exp(-|x - mu| / sigma) / Z
Z = 2 sigma
``` where `loc = mu`, `scale = sigma`, and `Z` is the normalization constant. Note that the Laplace distribution can be thought of two exponential
distributions spliced together "back-to-back." The Lpalce distribution is a member of the [location-scale family](
https://en.wikipedia.org/wiki/Location-scale_family), i.e., it can be
constructed as, ```none
X ~ Laplace(loc=0, scale=1)
Y = loc + scale * X
```
Properties
Public properties
object allow_nan_stats get;
object allow_nan_stats_dyn get;
TensorShape batch_shape get;
object batch_shape_dyn get;
object dtype get;
object dtype_dyn get;
TensorShape event_shape get;
object event_shape_dyn get;
object loc get;
Distribution parameter for the location.
object loc_dyn get;
Distribution parameter for the location.
string name get;
object name_dyn get;
IDictionary<object, object> parameters get;
object parameters_dyn get;
object PythonObject get;
object reparameterization_type get;
object reparameterization_type_dyn get;
object scale get;
Distribution parameter for scale.
object scale_dyn get;
Distribution parameter for scale.