LostTech.TensorFlow : API Documentation

Type Poisson

Namespace tensorflow.contrib.distributions

Parent Distribution

Interfaces IPoisson

Poisson distribution.

The Poisson distribution is parameterized by an event `rate` parameter.

#### Mathematical Details

The probability mass function (pmf) is,

```none pmf(k; lambda, k >= 0) = (lambda^k / k!) / Z Z = exp(lambda). ```

where `rate = lambda` and `Z` is the normalizing constant.


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 log_rate get;

Log rate parameter.

object log_rate_dyn get;

Log rate parameter.

string name get;

object name_dyn get;

IDictionary<object, object> parameters get;

object parameters_dyn get;

object PythonObject get;

object rate get;

Rate parameter.

object rate_dyn get;

Rate parameter.

object reparameterization_type get;

object reparameterization_type_dyn get;

object validate_args get;

object validate_args_dyn get;