tf.contrib.distributions.Multinomial.logits
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.Multinomial.logits Log-odds.

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tf.contrib.distributions.ExponentialWithSoftplusLam.pdf()
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.ExponentialWithSoftplusLam.pdf(value, name='pdf') Probability density function.

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tf.contrib.distributions.Bernoulli.sample()
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.Bernoulli.sample(sample_shape=(), seed=None, name='sample') Generate samples of the specified shape.

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tf.contrib.distributions.DirichletMultinomial.entropy()
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.DirichletMultinomial.entropy(name='entropy') Shanon entropy in nats.

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tf.contrib.bayesflow.stochastic_tensor.SampleAndReshapeValue.n
  • References/Big Data/TensorFlow/TensorFlow Python/BayesFlow Stochastic Tensors

tf.contrib.bayesflow.stochastic_tensor.SampleAndReshapeValue.n

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tf.contrib.distributions.WishartCholesky.validate_args
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.WishartCholesky.validate_args Python boolean indicated possibly expensive checks are enabled.

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tf.contrib.distributions.Categorical.
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.Categorical.__init__(logits, dtype=tf.int32, validate_args=False, allow_nan_stats=True, name='Categorical') Initialize

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tf.contrib.bayesflow.stochastic_tensor.DirichletTensor.dtype
  • References/Big Data/TensorFlow/TensorFlow Python/BayesFlow Stochastic Tensors

tf.contrib.bayesflow.stochastic_tensor.DirichletTensor.dtype

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tf.contrib.distributions.MultivariateNormalDiagWithSoftplusStDev.is_reparameterized
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

tf.contrib.distributions.MultivariateNormalDiagWithSoftplusStDev.is_reparameterized

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tf.contrib.distributions.RegisterKL
  • References/Big Data/TensorFlow/TensorFlow Python/Statistical distributions

class tf.contrib.distributions.RegisterKL Decorator to register a KL divergence implementation function.

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