tf.keras.backend.random_binomial
Returns a tensor with random binomial distribution of values. (deprecated)
tf.keras.backend.random_binomial(
shape, p=0.0, dtype=None, seed=None
)
DEPRECATED, use tf.keras.backend.random_bernoulli instead.
The binomial distribution with parameters n and p is the probability distribution of the number of successful Bernoulli process. Only supports n = 1 for now.
| Arguments | |
|---|---|
shape |
A tuple of integers, the shape of tensor to create. |
p |
A float, 0. <= p <= 1, probability of binomial distribution. |
dtype |
String, dtype of returned tensor. |
seed |
Integer, random seed. |
| Returns | |
|---|---|
| A tensor. |
Example:
random_binomial_tensor = tf.keras.backend.random_binomial(shape=(2,3),
p=0.5)
random_binomial_tensor
<tf.Tensor: shape=(2, 3), dtype=float32, numpy=...,
dtype=float32)>
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/keras/backend/random_binomial