1 # Copyright 2018 The TensorFlow Authors. All Rights Reserved. 2 # 3 # Licensed under the Apache License, Version 2.0 (the "License"); 4 # you may not use this file except in compliance with the License. 5 # You may obtain a copy of the License at 6 # 7 # http://www.apache.org/licenses/LICENSE-2.0 8 # 9 # Unless required by applicable law or agreed to in writing, software 10 # distributed under the License is distributed on an "AS IS" BASIS, 11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 # See the License for the specific language governing permissions and 13 # limitations under the License. 14 # ============================================================================== 15 """Ragged Tensors. 16 17 This package defines ops for manipulating ragged tensors (`tf.RaggedTensor`), 18 which are tensors with non-uniform shapes. In particular, each `RaggedTensor` 19 has one or more *ragged dimensions*, which are dimensions whose slices may have 20 different lengths. For example, the inner (column) dimension of 21 `rt=[[3, 1, 4, 1], [], [5, 9, 2], [6], []]` is ragged, since the column slices 22 (`rt[0, :]`, ..., `rt[4, :]`) have different lengths. For a more detailed 23 description of ragged tensors, see the `tf.RaggedTensor` class documentation 24 and the [Ragged Tensor Guide](/guide/ragged_tensors). 25 """ 26 27 from __future__ import absolute_import 28 from __future__ import division 29 from __future__ import print_function 30 31 from tensorflow.python.ops.ragged import ragged_array_ops 32 from tensorflow.python.ops.ragged import ragged_batch_gather_ops 33 from tensorflow.python.ops.ragged import ragged_batch_gather_with_default_op 34 from tensorflow.python.ops.ragged import ragged_concat_ops 35 from tensorflow.python.ops.ragged import ragged_conversion_ops 36 from tensorflow.python.ops.ragged import ragged_dispatch 37 from tensorflow.python.ops.ragged import ragged_factory_ops 38 from tensorflow.python.ops.ragged import ragged_functional_ops 39 from tensorflow.python.ops.ragged import ragged_gather_ops 40 from tensorflow.python.ops.ragged import ragged_getitem 41 from tensorflow.python.ops.ragged import ragged_map_ops 42 from tensorflow.python.ops.ragged import ragged_math_ops 43 from tensorflow.python.ops.ragged import ragged_operators 44 from tensorflow.python.ops.ragged import ragged_string_ops 45 from tensorflow.python.ops.ragged import ragged_tensor 46 from tensorflow.python.ops.ragged import ragged_tensor_shape 47 from tensorflow.python.ops.ragged import ragged_tensor_value 48 from tensorflow.python.ops.ragged import ragged_where_op 49 from tensorflow.python.ops.ragged import segment_id_ops 50 51 # Add a list of the ops that support Ragged Tensors. 52 __doc__ += ragged_dispatch.ragged_op_list() # pylint: disable=redefined-builtin 53
