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tf.AggregationMethod View source on GitHub A class listing aggregation methods used to combine gradients. View aliases Compat aliases for migration
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tf.argsort View source on GitHub Returns the indices of a tensor that give its sorted order along an axis. View aliases Compat aliases for migration
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tf.audio.decode_wav Decode a 16-bit PCM WAV file to a float tensor. View aliases Compat aliases for migration
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tf.audio.encode_wav Encode audio data using the WAV file format. View aliases Compat aliases for migration
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tf.autodiff.ForwardAccumulator Computes Jacobian-vector products ("JVP"s) using forward-mode autodiff.
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Module: tf.autograph Conversion of plain Python into TensorFlow graph code.
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tf.autograph.experimental.do_not_convert View source on GitHub Decorator that suppresses the conversion of a function. View aliases Compat aliases for migration
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tf.autograph.experimental.Feature View source on GitHub This enumeration represents optional conversion options. View aliases Compat aliases for migration
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tf.autograph.experimental.set_loop_options Specifies additional arguments to be passed to the enclosing while_loop. View aliases Compat aliases for migration
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tf.autograph.set_verbosity View source on GitHub Sets the AutoGraph verbosity level. View aliases Compat aliases for migration
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tf.autograph.to_code View source on GitHub Returns the source code generated by AutoGraph, as a string.
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tf.autograph.to_graph View source on GitHub Converts a Python entity into a TensorFlow graph.
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tf.autograph.trace View source on GitHub Traces argument information at compilation time. View aliases Compat aliases for migration
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tf.batch_to_space View source on GitHub BatchToSpace for N-D tensors of type T.
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tf.bitcast Bitcasts a tensor from one type to another without copying data. View aliases Compat aliases for migration
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tf.bitwise.bitwise_and Elementwise computes the bitwise AND of x and y. View aliases Compat aliases for migration
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tf.bitwise.bitwise_or Elementwise computes the bitwise OR of x and y. View aliases Compat aliases for migration
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tf.bitwise.bitwise_xor Elementwise computes the bitwise XOR of x and y. View aliases Compat aliases for migration
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tf.bitwise.invert Invert (flip) each bit of supported types; for example, type uint8 value 01010101 becomes 10101010. View aliases Compat aliases for migration
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tf.bitwise.left_shift Elementwise computes the bitwise left-shift of x and y. View aliases Compat aliases for migration
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tf.bitwise.right_shift Elementwise computes the bitwise right-shift of x and y. View aliases Compat aliases for migration
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tf.boolean_mask View source on GitHub Apply boolean mask to tensor.
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tf.broadcast_dynamic_shape View source on GitHub Computes the shape of a broadcast given symbolic shapes. View aliases Compat aliases for migration
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tf.broadcast_static_shape View source on GitHub Computes the shape of a broadcast given known shapes. View aliases Compat aliases for migration
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tf.broadcast_to Broadcast an array for a compatible shape. View aliases Compat aliases for migration
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tf.case View source on GitHub Create a case operation.
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tf.cast View source on GitHub Casts a tensor to a new type. View aliases Main aliases
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tf.clip_by_global_norm View source on GitHub Clips values of multiple tensors by the ratio of the sum of their norms. View aliases Compat aliases for migration
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tf.clip_by_norm View source on GitHub Clips tensor values to a maximum L2-norm. View aliases Compat aliases for migration
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tf.clip_by_value View source on GitHub Clips tensor values to a specified min and max. View aliases Compat aliases for migration
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Module: tf.compat Compatibility functions. The tf.compat module contains two sets of compatibility functions. Tensorflow 1.x and 2.x APIs The compat.v1 and compat.v2 submodules provide a complete copy of both the v1 and v2 APIs for backwards and forwards compatibility across TensorFlow versions 1.x and 2.x. See the mig...
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tf.compat.as_bytes View source on GitHub Converts bytearray, bytes, or unicode python input types to bytes. View aliases Compat aliases for migration
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tf.compat.as_str View aliases Compat aliases for migration
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tf.compat.as_str_any View source on GitHub Converts input to str type. View aliases Compat aliases for migration
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tf.compat.as_text View source on GitHub Converts any string-like python input types to unicode. View aliases Compat aliases for migration
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tf.compat.dimension_at_index View source on GitHub Compatibility utility required to allow for both V1 and V2 behavior in TF. View aliases Compat aliases for migration
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tf.compat.dimension_value View source on GitHub Compatibility utility required to allow for both V1 and V2 behavior in TF. View aliases Compat aliases for migration
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tf.compat.forward_compatibility_horizon View source on GitHub Context manager for testing forward compatibility of generated graphs. View aliases Compat aliases for migration
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tf.compat.forward_compatible View source on GitHub Return true if the forward compatibility window has expired. View aliases Compat aliases for migration
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tf.compat.path_to_str View source on GitHub Converts input which is a PathLike object to str type. View aliases Compat aliases for migration
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Module: tf.compat.v1 View source on GitHub Bring in all of the public TensorFlow interface into this module. Modules app module: Generic entry point script. audio module: Public API for tf.audio namespace. autograph module: Conversion of plain Python into TensorFlow graph code. bitwise module: Operations for m...
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tf.compat.v1.add_check_numerics_ops Connect a tf.debugging.check_numerics to every floating point tensor.
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tf.compat.v1.add_to_collection Wrapper for Graph.add_to_collection() using the default graph.
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tf.compat.v1.add_to_collections Wrapper for Graph.add_to_collections() using the default graph.
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tf.compat.v1.all_variables Use tf.compat.v1.global_variables instead. (deprecated)
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tf.compat.v1.app.run Runs the program with an optional 'main' function and 'argv' list.
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tf.compat.v1.argmax Returns the index with the largest value across axes of a tensor. (deprecated arguments) View aliases Compat aliases for migration
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tf.compat.v1.argmin Returns the index with the smallest value across axes of a tensor. (deprecated arguments) View aliases Compat aliases for migration
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tf.compat.v1.arg_max Returns the index with the largest value across dimensions of a tensor.
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tf.compat.v1.arg_min Returns the index with the smallest value across dimensions of a tensor.
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tf.compat.v1.assert_equal Assert the condition x == y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_greater Assert the condition x > y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_greater_equal Assert the condition x >= y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_integer Assert that x is of integer dtype. View aliases Compat aliases for migration
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tf.compat.v1.assert_less Assert the condition x < y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_less_equal Assert the condition x <= y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_near Assert the condition x and y are close element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_negative Assert the condition x < 0 holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_none_equal Assert the condition x != y holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_non_negative Assert the condition x >= 0 holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_non_positive Assert the condition x <= 0 holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_positive Assert the condition x > 0 holds element-wise. View aliases Compat aliases for migration
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tf.compat.v1.assert_rank Assert x has rank equal to rank. View aliases Compat aliases for migration
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tf.compat.v1.assert_rank_at_least Assert x has rank equal to rank or higher. View aliases Compat aliases for migration
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tf.compat.v1.assert_rank_in Assert x has rank in ranks. View aliases Compat aliases for migration
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tf.compat.v1.assert_scalar Asserts that the given tensor is a scalar (i.e. zero-dimensional). View aliases Compat aliases for migration
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tf.compat.v1.assert_type Statically asserts that the given Tensor is of the specified type. View aliases Compat aliases for migration
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tf.compat.v1.assert_variables_initialized Returns an Op to check if variables are initialized.
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tf.compat.v1.assign Update ref by assigning value to it.
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tf.compat.v1.assign_add Update ref by adding value to it.
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tf.compat.v1.assign_sub Update ref by subtracting value from it.
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tf.compat.v1.AttrValue A ProtocolMessage
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tf.compat.v1.AttrValue.ListValue A ProtocolMessage
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Module: tf.compat.v1.autograph Conversion of plain Python into TensorFlow graph code.
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tf.compat.v1.autograph.to_code Returns the source code generated by AutoGraph, as a string.
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tf.compat.v1.autograph.to_graph Converts a Python entity into a TensorFlow graph.
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tf.compat.v1.batch_gather Gather slices from params according to indices with leading batch dims. (deprecated)
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tf.compat.v1.batch_scatter_update Generalization of tf.compat.v1.scatter_update to axis different than 0. (deprecated)
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tf.compat.v1.batch_to_space BatchToSpace for 4-D tensors of type T.
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tf.compat.v1.batch_to_space_nd BatchToSpace for N-D tensors of type T. View aliases Compat aliases for migration
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tf.compat.v1.bincount Counts the number of occurrences of each value in an integer array. View aliases Compat aliases for migration
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tf.compat.v1.boolean_mask Apply boolean mask to tensor.
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tf.compat.v1.case Create a case operation.
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tf.compat.v1.clip_by_average_norm Clips tensor values to a maximum average L2-norm. (deprecated)
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tf.compat.v1.colocate_with DEPRECATED FUNCTION
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Module: tf.compat.v1.compat Compatibility functions. The tf.compat module contains two sets of compatibility functions. Tensorflow 1.x and 2.x APIs The compat.v1 and compat.v2 submodules provide a complete copy of both the v1 and v2 APIs for backwards and forwards compatibility across TensorFlow versions 1.x and 2.x. S...
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tf.compat.v1.cond Return true_fn() if the predicate pred is true else false_fn(). (deprecated arguments)
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tf.compat.v1.ConditionalAccumulator A conditional accumulator for aggregating gradients. Inherits From: ConditionalAccumulatorBase
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tf.compat.v1.ConditionalAccumulatorBase A conditional accumulator for aggregating gradients.
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tf.compat.v1.ConfigProto A ProtocolMessage
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tf.compat.v1.ConfigProto.DeviceCountEntry A ProtocolMessage
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tf.compat.v1.ConfigProto.Experimental A ProtocolMessage
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tf.compat.v1.confusion_matrix Computes the confusion matrix from predictions and labels. View aliases Compat aliases for migration
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tf.compat.v1.constant Creates a constant tensor.
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tf.compat.v1.container Wrapper for Graph.container() using the default graph.
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tf.compat.v1.control_flow_v2_enabled Returns True if v2 control flow is enabled.
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tf.compat.v1.convert_to_tensor Converts the given value to a Tensor.
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tf.compat.v1.convert_to_tensor_or_indexed_slices Converts the given object to a Tensor or an IndexedSlices.
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tf.compat.v1.convert_to_tensor_or_sparse_tensor Converts value to a SparseTensor or Tensor.
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tf.compat.v1.count_nonzero Computes number of nonzero elements across dimensions of a tensor. (deprecated arguments) (deprecated arguments) View aliases Compat aliases for migration