garage.tf.distributions package¶
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class
Distribution
[source]¶ Bases:
object
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dim
¶
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dist_info_keys
¶
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dist_info_specs
¶
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class
Bernoulli
(dim, name='Bernoulli')[source]¶ Bases:
garage.tf.distributions.base.Distribution
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dim
¶
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dist_info_keys
¶
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class
Categorical
(dim, name=None)[source]¶ Bases:
garage.tf.distributions.base.Distribution
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dim
¶
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dist_info_specs
¶
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kl
(old_dist_info, new_dist_info)[source]¶ Compute the KL divergence of two categorical distributions
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class
DiagonalGaussian
(dim, name='DiagonalGaussian')[source]¶ Bases:
garage.tf.distributions.base.Distribution
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dim
¶
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dist_info_specs
¶
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class
RecurrentCategorical
(dim, name='RecurrentCategorical')[source]¶ Bases:
garage.tf.distributions.base.Distribution
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dim
¶
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dist_info_specs
¶
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kl
(old_dist_info, new_dist_info)[source]¶ Compute the KL divergence of two categorical distributions
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RecurrentDiagonalGaussian
¶ alias of
garage.tf.distributions.diagonal_gaussian.DiagonalGaussian