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<!-- This file is machine generated: DO NOT EDIT! -->
# TensorFlow Python reference documentation
* **[Building Graphs](framework.md)**:
* [`add_to_collection`](framework.md#add_to_collection)
* [`as_dtype`](framework.md#as_dtype)
* [`control_dependencies`](framework.md#control_dependencies)
* [`convert_to_tensor`](framework.md#convert_to_tensor)
* [`device`](framework.md#device)
* [`Dimension`](framework.md#Dimension)
* [`DType`](framework.md#DType)
* [`get_collection`](framework.md#get_collection)
* [`get_default_graph`](framework.md#get_default_graph)
* [`get_seed`](framework.md#get_seed)
* [`Graph`](framework.md#Graph)
* [`GraphKeys`](framework.md#GraphKeys)
* [`import_graph_def`](framework.md#import_graph_def)
* [`name_scope`](framework.md#name_scope)
* [`NoGradient`](framework.md#NoGradient)
* [`op_scope`](framework.md#op_scope)
* [`Operation`](framework.md#Operation)
* [`RegisterGradient`](framework.md#RegisterGradient)
* [`RegisterShape`](framework.md#RegisterShape)
* [`Tensor`](framework.md#Tensor)
* [`TensorShape`](framework.md#TensorShape)
* **[Constants, Sequences, and Random Values](constant_op.md)**:
* [`constant`](constant_op.md#constant)
* [`fill`](constant_op.md#fill)
* [`linspace`](constant_op.md#linspace)
* [`ones`](constant_op.md#ones)
* [`ones_like`](constant_op.md#ones_like)
* [`random_normal`](constant_op.md#random_normal)
* [`random_shuffle`](constant_op.md#random_shuffle)
* [`random_uniform`](constant_op.md#random_uniform)
* [`range`](constant_op.md#range)
* [`set_random_seed`](constant_op.md#set_random_seed)
* [`truncated_normal`](constant_op.md#truncated_normal)
* [`zeros`](constant_op.md#zeros)
* [`zeros_like`](constant_op.md#zeros_like)
* **[Variables](state_ops.md)**:
* [`all_variables`](state_ops.md#all_variables)
* [`assert_variables_initialized`](state_ops.md#assert_variables_initialized)
* [`assign`](state_ops.md#assign)
* [`assign_add`](state_ops.md#assign_add)
* [`assign_sub`](state_ops.md#assign_sub)
* [`constant_initializer`](state_ops.md#constant_initializer)
* [`count_up_to`](state_ops.md#count_up_to)
* [`device`](state_ops.md#device)
* [`get_checkpoint_state`](state_ops.md#get_checkpoint_state)
* [`get_variable`](state_ops.md#get_variable)
* [`get_variable_scope`](state_ops.md#get_variable_scope)
* [`IndexedSlices`](state_ops.md#IndexedSlices)
* [`initialize_all_variables`](state_ops.md#initialize_all_variables)
* [`initialize_variables`](state_ops.md#initialize_variables)
* [`latest_checkpoint`](state_ops.md#latest_checkpoint)
* [`random_normal_initializer`](state_ops.md#random_normal_initializer)
* [`random_uniform_initializer`](state_ops.md#random_uniform_initializer)
* [`Saver`](state_ops.md#Saver)
* [`scatter_add`](state_ops.md#scatter_add)
* [`scatter_sub`](state_ops.md#scatter_sub)
* [`scatter_update`](state_ops.md#scatter_update)
* [`sparse_mask`](state_ops.md#sparse_mask)
* [`trainable_variables`](state_ops.md#trainable_variables)
* [`truncated_normal_initializer`](state_ops.md#truncated_normal_initializer)
* [`uniform_unit_scaling_initializer`](state_ops.md#uniform_unit_scaling_initializer)
* [`update_checkpoint_state`](state_ops.md#update_checkpoint_state)
* [`Variable`](state_ops.md#Variable)
* [`variable_scope`](state_ops.md#variable_scope)
* [`zeros_initializer`](state_ops.md#zeros_initializer)
* **[Tensor Transformations](array_ops.md)**:
* [`cast`](array_ops.md#cast)
* [`concat`](array_ops.md#concat)
* [`dynamic_partition`](array_ops.md#dynamic_partition)
* [`dynamic_stitch`](array_ops.md#dynamic_stitch)
* [`expand_dims`](array_ops.md#expand_dims)
* [`gather`](array_ops.md#gather)
* [`pack`](array_ops.md#pack)
* [`pad`](array_ops.md#pad)
* [`rank`](array_ops.md#rank)
* [`reshape`](array_ops.md#reshape)
* [`reverse`](array_ops.md#reverse)
* [`reverse_sequence`](array_ops.md#reverse_sequence)
* [`shape`](array_ops.md#shape)
* [`size`](array_ops.md#size)
* [`slice`](array_ops.md#slice)
* [`split`](array_ops.md#split)
* [`squeeze`](array_ops.md#squeeze)
* [`string_to_number`](array_ops.md#string_to_number)
* [`tile`](array_ops.md#tile)
* [`to_bfloat16`](array_ops.md#to_bfloat16)
* [`to_double`](array_ops.md#to_double)
* [`to_float`](array_ops.md#to_float)
* [`to_int32`](array_ops.md#to_int32)
* [`to_int64`](array_ops.md#to_int64)
* [`transpose`](array_ops.md#transpose)
* [`unpack`](array_ops.md#unpack)
* **[Math](math_ops.md)**:
* [`abs`](math_ops.md#abs)
* [`accumulate_n`](math_ops.md#accumulate_n)
* [`add`](math_ops.md#add)
* [`add_n`](math_ops.md#add_n)
* [`argmax`](math_ops.md#argmax)
* [`argmin`](math_ops.md#argmin)
* [`batch_cholesky`](math_ops.md#batch_cholesky)
* [`batch_matmul`](math_ops.md#batch_matmul)
* [`batch_matrix_determinant`](math_ops.md#batch_matrix_determinant)
* [`batch_matrix_inverse`](math_ops.md#batch_matrix_inverse)
* [`ceil`](math_ops.md#ceil)
* [`cholesky`](math_ops.md#cholesky)
* [`complex`](math_ops.md#complex)
* [`complex_abs`](math_ops.md#complex_abs)
* [`conj`](math_ops.md#conj)
* [`cos`](math_ops.md#cos)
* [`diag`](math_ops.md#diag)
* [`div`](math_ops.md#div)
* [`edit_distance`](math_ops.md#edit_distance)
* [`exp`](math_ops.md#exp)
* [`floor`](math_ops.md#floor)
* [`imag`](math_ops.md#imag)
* [`inv`](math_ops.md#inv)
* [`invert_permutation`](math_ops.md#invert_permutation)
* [`listdiff`](math_ops.md#listdiff)
* [`log`](math_ops.md#log)
* [`matmul`](math_ops.md#matmul)
* [`matrix_determinant`](math_ops.md#matrix_determinant)
* [`matrix_inverse`](math_ops.md#matrix_inverse)
* [`maximum`](math_ops.md#maximum)
* [`minimum`](math_ops.md#minimum)
* [`mod`](math_ops.md#mod)
* [`mul`](math_ops.md#mul)
* [`neg`](math_ops.md#neg)
* [`pow`](math_ops.md#pow)
* [`real`](math_ops.md#real)
* [`reduce_all`](math_ops.md#reduce_all)
* [`reduce_any`](math_ops.md#reduce_any)
* [`reduce_max`](math_ops.md#reduce_max)
* [`reduce_mean`](math_ops.md#reduce_mean)
* [`reduce_min`](math_ops.md#reduce_min)
* [`reduce_prod`](math_ops.md#reduce_prod)
* [`reduce_sum`](math_ops.md#reduce_sum)
* [`round`](math_ops.md#round)
* [`rsqrt`](math_ops.md#rsqrt)
* [`segment_max`](math_ops.md#segment_max)
* [`segment_mean`](math_ops.md#segment_mean)
* [`segment_min`](math_ops.md#segment_min)
* [`segment_prod`](math_ops.md#segment_prod)
* [`segment_sum`](math_ops.md#segment_sum)
* [`sign`](math_ops.md#sign)
* [`sin`](math_ops.md#sin)
* [`sparse_segment_mean`](math_ops.md#sparse_segment_mean)
* [`sparse_segment_sum`](math_ops.md#sparse_segment_sum)
* [`sqrt`](math_ops.md#sqrt)
* [`square`](math_ops.md#square)
* [`sub`](math_ops.md#sub)
* [`transpose`](math_ops.md#transpose)
* [`unique`](math_ops.md#unique)
* [`unsorted_segment_sum`](math_ops.md#unsorted_segment_sum)
* [`where`](math_ops.md#where)
* **[Control Flow](control_flow_ops.md)**:
* [`add_check_numerics_ops`](control_flow_ops.md#add_check_numerics_ops)
* [`Assert`](control_flow_ops.md#Assert)
* [`check_numerics`](control_flow_ops.md#check_numerics)
* [`count_up_to`](control_flow_ops.md#count_up_to)
* [`equal`](control_flow_ops.md#equal)
* [`greater`](control_flow_ops.md#greater)
* [`greater_equal`](control_flow_ops.md#greater_equal)
* [`group`](control_flow_ops.md#group)
* [`identity`](control_flow_ops.md#identity)
* [`is_finite`](control_flow_ops.md#is_finite)
* [`is_inf`](control_flow_ops.md#is_inf)
* [`is_nan`](control_flow_ops.md#is_nan)
* [`less`](control_flow_ops.md#less)
* [`less_equal`](control_flow_ops.md#less_equal)
* [`logical_and`](control_flow_ops.md#logical_and)
* [`logical_not`](control_flow_ops.md#logical_not)
* [`logical_or`](control_flow_ops.md#logical_or)
* [`logical_xor`](control_flow_ops.md#logical_xor)
* [`no_op`](control_flow_ops.md#no_op)
* [`not_equal`](control_flow_ops.md#not_equal)
* [`Print`](control_flow_ops.md#Print)
* [`select`](control_flow_ops.md#select)
* [`tuple`](control_flow_ops.md#tuple)
* [`verify_tensor_all_finite`](control_flow_ops.md#verify_tensor_all_finite)
* [`where`](control_flow_ops.md#where)
* **[Images](image.md)**:
* [`adjust_brightness`](image.md#adjust_brightness)
* [`adjust_contrast`](image.md#adjust_contrast)
* [`crop_to_bounding_box`](image.md#crop_to_bounding_box)
* [`decode_jpeg`](image.md#decode_jpeg)
* [`decode_png`](image.md#decode_png)
* [`encode_jpeg`](image.md#encode_jpeg)
* [`encode_png`](image.md#encode_png)
* [`extract_glimpse`](image.md#extract_glimpse)
* [`flip_left_right`](image.md#flip_left_right)
* [`flip_up_down`](image.md#flip_up_down)
* [`pad_to_bounding_box`](image.md#pad_to_bounding_box)
* [`per_image_whitening`](image.md#per_image_whitening)
* [`random_brightness`](image.md#random_brightness)
* [`random_contrast`](image.md#random_contrast)
* [`random_crop`](image.md#random_crop)
* [`random_flip_left_right`](image.md#random_flip_left_right)
* [`random_flip_up_down`](image.md#random_flip_up_down)
* [`resize_area`](image.md#resize_area)
* [`resize_bicubic`](image.md#resize_bicubic)
* [`resize_bilinear`](image.md#resize_bilinear)
* [`resize_image_with_crop_or_pad`](image.md#resize_image_with_crop_or_pad)
* [`resize_images`](image.md#resize_images)
* [`resize_nearest_neighbor`](image.md#resize_nearest_neighbor)
* [`transpose_image`](image.md#transpose_image)
* **[Sparse Tensors](sparse_ops.md)**:
* [`shape`](sparse_ops.md#shape)
* [`sparse_concat`](sparse_ops.md#sparse_concat)
* [`sparse_fill_empty_rows`](sparse_ops.md#sparse_fill_empty_rows)
* [`sparse_reorder`](sparse_ops.md#sparse_reorder)
* [`sparse_retain`](sparse_ops.md#sparse_retain)
* [`sparse_tensor_to_dense`](sparse_ops.md#sparse_tensor_to_dense)
* [`sparse_to_dense`](sparse_ops.md#sparse_to_dense)
* [`sparse_to_indicator`](sparse_ops.md#sparse_to_indicator)
* [`SparseTensor`](sparse_ops.md#SparseTensor)
* [`SparseTensorValue`](sparse_ops.md#SparseTensorValue)
* **[Inputs and Readers](io_ops.md)**:
* [`batch`](io_ops.md#batch)
* [`batch_join`](io_ops.md#batch_join)
* [`decode_csv`](io_ops.md#decode_csv)
* [`decode_raw`](io_ops.md#decode_raw)
* [`FIFOQueue`](io_ops.md#FIFOQueue)
* [`FixedLengthRecordReader`](io_ops.md#FixedLengthRecordReader)
* [`IdentityReader`](io_ops.md#IdentityReader)
* [`limit_epochs`](io_ops.md#limit_epochs)
* [`match_filenames_once`](io_ops.md#match_filenames_once)
* [`matching_files`](io_ops.md#matching_files)
* [`parse_example`](io_ops.md#parse_example)
* [`parse_single_example`](io_ops.md#parse_single_example)
* [`placeholder`](io_ops.md#placeholder)
* [`QueueBase`](io_ops.md#QueueBase)
* [`RandomShuffleQueue`](io_ops.md#RandomShuffleQueue)
* [`range_input_producer`](io_ops.md#range_input_producer)
* [`read_file`](io_ops.md#read_file)
* [`ReaderBase`](io_ops.md#ReaderBase)
* [`shuffle_batch`](io_ops.md#shuffle_batch)
* [`shuffle_batch_join`](io_ops.md#shuffle_batch_join)
* [`size`](io_ops.md#size)
* [`slice_input_producer`](io_ops.md#slice_input_producer)
* [`string_input_producer`](io_ops.md#string_input_producer)
* [`TextLineReader`](io_ops.md#TextLineReader)
* [`TFRecordReader`](io_ops.md#TFRecordReader)
* [`WholeFileReader`](io_ops.md#WholeFileReader)
* **[Data IO (Python functions)](python_io.md)**:
* [`tf_record_iterator`](python_io.md#tf_record_iterator)
* [`TFRecordWriter`](python_io.md#TFRecordWriter)
* **[Neural Network](nn.md)**:
* [`avg_pool`](nn.md#avg_pool)
* [`bias_add`](nn.md#bias_add)
* [`compute_accidental_hits`](nn.md#compute_accidental_hits)
* [`conv2d`](nn.md#conv2d)
* [`depthwise_conv2d`](nn.md#depthwise_conv2d)
* [`dropout`](nn.md#dropout)
* [`embedding_lookup`](nn.md#embedding_lookup)
* [`fixed_unigram_candidate_sampler`](nn.md#fixed_unigram_candidate_sampler)
* [`in_top_k`](nn.md#in_top_k)
* [`l2_loss`](nn.md#l2_loss)
* [`l2_normalize`](nn.md#l2_normalize)
* [`learned_unigram_candidate_sampler`](nn.md#learned_unigram_candidate_sampler)
* [`local_response_normalization`](nn.md#local_response_normalization)
* [`log_uniform_candidate_sampler`](nn.md#log_uniform_candidate_sampler)
* [`max_pool`](nn.md#max_pool)
* [`max_pool_with_argmax`](nn.md#max_pool_with_argmax)
* [`moments`](nn.md#moments)
* [`nce_loss`](nn.md#nce_loss)
* [`relu`](nn.md#relu)
* [`relu6`](nn.md#relu6)
* [`sampled_softmax_loss`](nn.md#sampled_softmax_loss)
* [`separable_conv2d`](nn.md#separable_conv2d)
* [`sigmoid`](nn.md#sigmoid)
* [`sigmoid_cross_entropy_with_logits`](nn.md#sigmoid_cross_entropy_with_logits)
* [`softmax`](nn.md#softmax)
* [`softmax_cross_entropy_with_logits`](nn.md#softmax_cross_entropy_with_logits)
* [`softplus`](nn.md#softplus)
* [`tanh`](nn.md#tanh)
* [`top_k`](nn.md#top_k)
* [`uniform_candidate_sampler`](nn.md#uniform_candidate_sampler)
* **[Running Graphs](client.md)**:
* [`AbortedError`](client.md#AbortedError)
* [`AlreadyExistsError`](client.md#AlreadyExistsError)
* [`CancelledError`](client.md#CancelledError)
* [`DataLossError`](client.md#DataLossError)
* [`DeadlineExceededError`](client.md#DeadlineExceededError)
* [`FailedPreconditionError`](client.md#FailedPreconditionError)
* [`get_default_session`](client.md#get_default_session)
* [`InternalError`](client.md#InternalError)
* [`InvalidArgumentError`](client.md#InvalidArgumentError)
* [`NotFoundError`](client.md#NotFoundError)
* [`OpError`](client.md#OpError)
* [`OutOfRangeError`](client.md#OutOfRangeError)
* [`PermissionDeniedError`](client.md#PermissionDeniedError)
* [`ResourceExhaustedError`](client.md#ResourceExhaustedError)
* [`Session`](client.md#Session)
* [`UnauthenticatedError`](client.md#UnauthenticatedError)
* [`UnavailableError`](client.md#UnavailableError)
* [`UnimplementedError`](client.md#UnimplementedError)
* [`UnknownError`](client.md#UnknownError)
* **[Training](train.md)**:
* [`AdagradOptimizer`](train.md#AdagradOptimizer)
* [`AdamOptimizer`](train.md#AdamOptimizer)
* [`add_queue_runner`](train.md#add_queue_runner)
* [`AggregationMethod`](train.md#AggregationMethod)
* [`clip_by_average_norm`](train.md#clip_by_average_norm)
* [`clip_by_global_norm`](train.md#clip_by_global_norm)
* [`clip_by_norm`](train.md#clip_by_norm)
* [`clip_by_value`](train.md#clip_by_value)
* [`Coordinator`](train.md#Coordinator)
* [`exponential_decay`](train.md#exponential_decay)
* [`ExponentialMovingAverage`](train.md#ExponentialMovingAverage)
* [`FtrlOptimizer`](train.md#FtrlOptimizer)
* [`global_norm`](train.md#global_norm)
* [`global_step`](train.md#global_step)
* [`GradientDescentOptimizer`](train.md#GradientDescentOptimizer)
* [`gradients`](train.md#gradients)
* [`histogram_summary`](train.md#histogram_summary)
* [`image_summary`](train.md#image_summary)
* [`merge_all_summaries`](train.md#merge_all_summaries)
* [`merge_summary`](train.md#merge_summary)
* [`MomentumOptimizer`](train.md#MomentumOptimizer)
* [`Optimizer`](train.md#Optimizer)
* [`QueueRunner`](train.md#QueueRunner)
* [`RMSPropOptimizer`](train.md#RMSPropOptimizer)
* [`scalar_summary`](train.md#scalar_summary)
* [`start_queue_runners`](train.md#start_queue_runners)
* [`stop_gradient`](train.md#stop_gradient)
* [`summary_iterator`](train.md#summary_iterator)
* [`SummaryWriter`](train.md#SummaryWriter)
* [`write_graph`](train.md#write_graph)
* [`zero_fraction`](train.md#zero_fraction)
<div class="sections-order" style="display: none;">
<!--
<!-- framework.md -->
<!-- constant_op.md -->
<!-- state_ops.md -->
<!-- array_ops.md -->
<!-- math_ops.md -->
<!-- control_flow_ops.md -->
<!-- image.md -->
<!-- sparse_ops.md -->
<!-- io_ops.md -->
<!-- python_io.md -->
<!-- nn.md -->
<!-- client.md -->
<!-- train.md -->
-->
</div>
|
