TensorLayer
v2.2.4
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Contributing
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Getting started
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Advanced features
Stable Functionalities
API - Activations
API - Array Operations
API - Cost
API - Data Pre-Processing
API - Files
API - Iteration
API - Layers
API - Models
API - Natural Language Processing
API - Initializers
API - Reinforcement Learning
API - Utility
API - Visualization
Alpha Version Functionalities
API - Database
API - Optimizers
API - Distributed Training
Command Line Interface
CLI - Command Line Interface
TensorLayer
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Index
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B
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C
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D
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E
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F
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G
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__call__() (tensorlayer.layers.Layer method)
(tensorlayer.models.Model method)
__init__() (tensorlayer.layers.Layer method)
(tensorlayer.layers.LayerList method)
(tensorlayer.layers.ModelLayer method)
(tensorlayer.models.Model method)
A
absolute_difference_error() (in module tensorlayer.cost)
adjust_hue() (in module tensorlayer.prepro)
affine_horizontal_flip_matrix() (in module tensorlayer.prepro)
affine_respective_zoom_matrix() (in module tensorlayer.prepro)
affine_rotation_matrix() (in module tensorlayer.prepro)
affine_shear_matrix() (in module tensorlayer.prepro)
affine_shift_matrix() (in module tensorlayer.prepro)
affine_transform_cv2() (in module tensorlayer.prepro)
affine_transform_keypoints() (in module tensorlayer.prepro)
affine_vertical_flip_matrix() (in module tensorlayer.prepro)
affine_zoom_matrix() (in module tensorlayer.prepro)
all_layers() (tensorlayer.models.Model method)
all_weights() (tensorlayer.layers.Layer method)
alphas() (in module tensorlayer.array_ops)
alphas_like() (in module tensorlayer.array_ops)
AMSGrad (class in tensorlayer.optimizers)
array_to_img() (in module tensorlayer.prepro)
as_layer() (tensorlayer.models.Model method)
assign_weights() (in module tensorlayer.files)
AverageEmbedding (class in tensorlayer.layers)
B
basic_tokenizer() (in module tensorlayer.nlp)
batch_transformer() (in module tensorlayer.layers)
BatchNorm (class in tensorlayer.layers)
BatchNorm1d (class in tensorlayer.layers)
BatchNorm2d (class in tensorlayer.layers)
BatchNorm3d (class in tensorlayer.layers)
binary_cross_entropy() (in module tensorlayer.cost)
binary_dilation() (in module tensorlayer.prepro)
binary_erosion() (in module tensorlayer.prepro)
BinaryConv2d (class in tensorlayer.layers)
BinaryDense (class in tensorlayer.layers)
BiRNN (class in tensorlayer.layers)
brightness() (in module tensorlayer.prepro)
brightness_multi() (in module tensorlayer.prepro)
build() (tensorlayer.layers.Layer method)
(tensorlayer.layers.LayerList method)
(tensorlayer.layers.ModelLayer method)
build_reverse_dictionary() (in module tensorlayer.nlp)
build_vocab() (in module tensorlayer.nlp)
build_words_dataset() (in module tensorlayer.nlp)
C
channel_shift() (in module tensorlayer.prepro)
channel_shift_multi() (in module tensorlayer.prepro)
check_unfinished_task() (tensorlayer.db.TensorHub method)
choice_action_by_probs() (in module tensorlayer.rein)
class_balancing_oversample() (in module tensorlayer.utils)
CNN2d() (in module tensorlayer.visualize)
Concat (class in tensorlayer.layers)
Constant (class in tensorlayer.initializers)
Conv1d (class in tensorlayer.layers)
Conv2d (class in tensorlayer.layers)
Conv3d (class in tensorlayer.layers)
CornerPool2d (class in tensorlayer.layers)
cosine_similarity() (in module tensorlayer.cost)
create_task() (tensorlayer.db.TensorHub method)
create_vocab() (in module tensorlayer.nlp)
create_vocabulary() (in module tensorlayer.nlp)
crop() (in module tensorlayer.prepro)
crop_multi() (in module tensorlayer.prepro)
cross_entropy() (in module tensorlayer.cost)
cross_entropy_reward_loss() (in module tensorlayer.rein)
cross_entropy_seq() (in module tensorlayer.cost)
cross_entropy_seq_with_mask() (in module tensorlayer.cost)
D
data_to_token_ids() (in module tensorlayer.nlp)
db (tensorlayer.db.TensorHub attribute)
DeConv2d (class in tensorlayer.layers)
deconv2d_bilinear_upsampling_initializer() (in module tensorlayer.initializers)
DeConv3d (class in tensorlayer.layers)
DeformableConv2d (class in tensorlayer.layers)
del_file() (in module tensorlayer.files)
del_folder() (in module tensorlayer.files)
delete_datasets() (tensorlayer.db.TensorHub method)
delete_model() (tensorlayer.db.TensorHub method)
delete_tasks() (tensorlayer.db.TensorHub method)
delete_testing_log() (tensorlayer.db.TensorHub method)
delete_training_log() (tensorlayer.db.TensorHub method)
delete_validation_log() (tensorlayer.db.TensorHub method)
Dense (class in tensorlayer.layers)
DepthwiseConv2d (class in tensorlayer.layers)
dice_coe() (in module tensorlayer.cost)
dice_hard_coe() (in module tensorlayer.cost)
dict_to_one() (in module tensorlayer.utils)
dilation() (in module tensorlayer.prepro)
discount_episode_rewards() (in module tensorlayer.rein)
DorefaConv2d (class in tensorlayer.layers)
,
[1]
download_file_from_google_drive() (in module tensorlayer.files)
DownSampling2d (class in tensorlayer.layers)
draw_boxes_and_labels_to_image() (in module tensorlayer.visualize)
draw_mpii_pose_to_image() (in module tensorlayer.visualize)
draw_weights() (in module tensorlayer.visualize)
drop() (in module tensorlayer.prepro)
DropconnectDense (class in tensorlayer.layers)
Dropout (class in tensorlayer.layers)
E
elastic_transform() (in module tensorlayer.prepro)
elastic_transform_multi() (in module tensorlayer.prepro)
Elementwise (class in tensorlayer.layers)
ElementwiseLambda (class in tensorlayer.layers)
Embedding (class in tensorlayer.layers)
end_id (tensorlayer.nlp.Vocabulary attribute)
erosion() (in module tensorlayer.prepro)
eval() (tensorlayer.models.Model method)
evaluation() (in module tensorlayer.utils)
exists_or_mkdir() (in module tensorlayer.files)
exit_tensorflow() (in module tensorlayer.utils)
ExpandDims (class in tensorlayer.layers)
F
featurewise_norm() (in module tensorlayer.prepro)
file_exists() (in module tensorlayer.files)
find_contours() (in module tensorlayer.prepro)
find_datasets() (tensorlayer.db.TensorHub method)
find_top_dataset() (tensorlayer.db.TensorHub method)
find_top_model() (tensorlayer.db.TensorHub method)
fit() (in module tensorlayer.utils)
Flatten (class in tensorlayer.layers)
flatten_list() (in module tensorlayer.utils)
flatten_reshape() (in module tensorlayer.layers)
flip_axis() (in module tensorlayer.prepro)
flip_axis_multi() (in module tensorlayer.prepro)
folder_exists() (in module tensorlayer.files)
forward() (tensorlayer.layers.Layer method)
(tensorlayer.layers.LayerList method)
(tensorlayer.layers.ModelLayer method)
frame() (in module tensorlayer.visualize)
G
GaussianNoise (class in tensorlayer.layers)
generate_skip_gram_batch() (in module tensorlayer.nlp)
get_random_int() (in module tensorlayer.utils)
global_step (in module tensorlayer.distributed)
GlobalMaxPool1d (class in tensorlayer.layers)
GlobalMaxPool2d (class in tensorlayer.layers)
GlobalMaxPool3d (class in tensorlayer.layers)
GlobalMeanPool1d (class in tensorlayer.layers)
GlobalMeanPool2d (class in tensorlayer.layers)
GlobalMeanPool3d (class in tensorlayer.layers)
GroupConv2d (class in tensorlayer.layers)
GroupNorm (class in tensorlayer.layers)
GRURNN (class in tensorlayer.layers)
H
hard_tanh() (in module tensorlayer.activation)
hsv_to_rgb() (in module tensorlayer.prepro)
huber_loss() (in module tensorlayer.cost)
I
illumination() (in module tensorlayer.prepro)
images2d() (in module tensorlayer.visualize)
imresize() (in module tensorlayer.prepro)
initialize_rnn_state() (in module tensorlayer.layers)
initialize_vocabulary() (in module tensorlayer.nlp)
Initializer (class in tensorlayer.initializers)
Input() (in module tensorlayer.layers)
inputs() (tensorlayer.models.Model method)
InstanceNorm (class in tensorlayer.layers)
InstanceNorm1d (class in tensorlayer.layers)
InstanceNorm2d (class in tensorlayer.layers)
InstanceNorm3d (class in tensorlayer.layers)
iou_coe() (in module tensorlayer.cost)
K
keypoint_random_crop() (in module tensorlayer.prepro)
keypoint_random_flip() (in module tensorlayer.prepro)
keypoint_random_resize() (in module tensorlayer.prepro)
keypoint_random_resize_shortestedge() (in module tensorlayer.prepro)
keypoint_random_rotate() (in module tensorlayer.prepro)
keypoint_resize_random_crop() (in module tensorlayer.prepro)
L
Lambda (class in tensorlayer.layers)
Layer (class in tensorlayer.layers)
LayerList (class in tensorlayer.layers)
LayerNorm (class in tensorlayer.layers)
leaky_relu() (in module tensorlayer.activation)
leaky_relu6() (in module tensorlayer.activation)
leaky_twice_relu6() (in module tensorlayer.activation)
li_regularizer() (in module tensorlayer.cost)
list_remove_repeat() (in module tensorlayer.layers)
list_string_to_dict() (in module tensorlayer.utils)
lo_regularizer() (in module tensorlayer.cost)
load() (tensorlayer.models.Model method)
load_and_assign_npz() (in module tensorlayer.files)
load_and_assign_npz_dict() (in module tensorlayer.files)
load_celebA_dataset() (in module tensorlayer.files)
load_cifar10_dataset() (in module tensorlayer.files)
load_cropped_svhn() (in module tensorlayer.files)
load_cyclegan_dataset() (in module tensorlayer.files)
load_fashion_mnist_dataset() (in module tensorlayer.files)
load_file_list() (in module tensorlayer.files)
load_flickr1M_dataset() (in module tensorlayer.files)
load_flickr25k_dataset() (in module tensorlayer.files)
load_folder_list() (in module tensorlayer.files)
load_hdf5_to_weights() (in module tensorlayer.files)
load_hdf5_to_weights_in_order() (in module tensorlayer.files)
load_imdb_dataset() (in module tensorlayer.files)
load_matt_mahoney_text8_dataset() (in module tensorlayer.files)
load_mnist_dataset() (in module tensorlayer.files)
load_mpii_pose_dataset() (in module tensorlayer.files)
load_nietzsche_dataset() (in module tensorlayer.files)
load_npy_to_any() (in module tensorlayer.files)
load_npz() (in module tensorlayer.files)
load_ptb_dataset() (in module tensorlayer.files)
load_voc_dataset() (in module tensorlayer.files)
load_weights() (tensorlayer.models.Model method)
load_wmt_en_fr_dataset() (in module tensorlayer.files)
LocalResponseNorm (class in tensorlayer.layers)
log_weight() (in module tensorlayer.rein)
LSTMRNN (class in tensorlayer.layers)
M
maxnorm_i_regularizer() (in module tensorlayer.cost)
maxnorm_o_regularizer() (in module tensorlayer.cost)
MaxPool1d (class in tensorlayer.layers)
MaxPool2d (class in tensorlayer.layers)
MaxPool3d (class in tensorlayer.layers)
maybe_download_and_extract() (in module tensorlayer.files)
mean_squared_error() (in module tensorlayer.cost)
MeanPool1d (class in tensorlayer.layers)
MeanPool2d (class in tensorlayer.layers)
MeanPool3d (class in tensorlayer.layers)
minibatches() (in module tensorlayer.iterate)
mish() (in module tensorlayer.activation)
MobileNetV1() (in module tensorlayer.models)
Model (class in tensorlayer.models)
ModelLayer (class in tensorlayer.layers)
moses_multi_bleu() (in module tensorlayer.nlp)
N
natural_keys() (in module tensorlayer.files)
nce_biases (tensorlayer.layers.Word2vecEmbedding attribute)
nce_weights (tensorlayer.layers.Word2vecEmbedding attribute)
nontrainable_weights() (tensorlayer.layers.Layer method)
normalized_embeddings (tensorlayer.layers.Word2vecEmbedding attribute)
normalized_mean_square_error() (in module tensorlayer.cost)
npz_to_W_pdf() (in module tensorlayer.files)
O
obj_box_coord_centroid_to_upleft() (in module tensorlayer.prepro)
obj_box_coord_centroid_to_upleft_butright() (in module tensorlayer.prepro)
obj_box_coord_rescale() (in module tensorlayer.prepro)
obj_box_coord_scale_to_pixelunit() (in module tensorlayer.prepro)
obj_box_coord_upleft_butright_to_centroid() (in module tensorlayer.prepro)
obj_box_coord_upleft_to_centroid() (in module tensorlayer.prepro)
obj_box_coords_rescale() (in module tensorlayer.prepro)
obj_box_crop() (in module tensorlayer.prepro)
obj_box_horizontal_flip() (in module tensorlayer.prepro)
obj_box_imresize() (in module tensorlayer.prepro)
obj_box_shift() (in module tensorlayer.prepro)
obj_box_zoom() (in module tensorlayer.prepro)
OneHot (class in tensorlayer.layers)
Ones (class in tensorlayer.initializers)
open_tensorboard() (in module tensorlayer.utils)
outputs (tensorlayer.layers.AverageEmbedding attribute)
(tensorlayer.layers.Embedding attribute)
(tensorlayer.layers.Word2vecEmbedding attribute)
outputs() (tensorlayer.models.Model method)
P
pad_id (tensorlayer.nlp.Vocabulary attribute)
pad_sequences() (in module tensorlayer.prepro)
PadLayer (class in tensorlayer.layers)
parse_darknet_ann_list_to_cls_box() (in module tensorlayer.prepro)
parse_darknet_ann_str_to_list() (in module tensorlayer.prepro)
pixel_value_scale() (in module tensorlayer.prepro)
pixel_wise_softmax() (in module tensorlayer.activation)
PoolLayer (class in tensorlayer.layers)
predict() (in module tensorlayer.utils)
PRelu (class in tensorlayer.layers)
PRelu6 (class in tensorlayer.layers)
process_sentence() (in module tensorlayer.nlp)
process_sequences() (in module tensorlayer.prepro)
project_name (tensorlayer.db.TensorHub attribute)
projective_transform_by_points() (in module tensorlayer.prepro)
pt2map() (in module tensorlayer.prepro)
ptb_iterator() (in module tensorlayer.iterate)
PTRelu6 (class in tensorlayer.layers)
R
ramp() (in module tensorlayer.activation)
RandomNormal (class in tensorlayer.initializers)
RandomUniform (class in tensorlayer.initializers)
read_analogies_file() (in module tensorlayer.nlp)
read_file() (in module tensorlayer.files)
read_image() (in module tensorlayer.visualize)
read_images() (in module tensorlayer.visualize)
read_words() (in module tensorlayer.nlp)
release_memory() (tensorlayer.models.Model method)
remove_pad_sequences() (in module tensorlayer.prepro)
Reshape (class in tensorlayer.layers)
ResNet50() (in module tensorlayer.models)
respective_zoom() (in module tensorlayer.prepro)
retrieve_seq_length_op() (in module tensorlayer.layers)
retrieve_seq_length_op2() (in module tensorlayer.layers)
retrieve_seq_length_op3() (in module tensorlayer.layers)
reverse_vocab (tensorlayer.nlp.Vocabulary attribute)
rgb_to_hsv() (in module tensorlayer.prepro)
RNN (class in tensorlayer.layers)
rotation() (in module tensorlayer.prepro)
rotation_multi() (in module tensorlayer.prepro)
run_top_task() (tensorlayer.db.TensorHub method)
S
sample() (in module tensorlayer.nlp)
sample_top() (in module tensorlayer.nlp)
samplewise_norm() (in module tensorlayer.prepro)
save() (tensorlayer.models.Model method)
save_any_to_npy() (in module tensorlayer.files)
save_dataset() (tensorlayer.db.TensorHub method)
save_image() (in module tensorlayer.visualize)
save_images() (in module tensorlayer.visualize)
save_model() (tensorlayer.db.TensorHub method)
save_npz() (in module tensorlayer.files)
save_npz_dict() (in module tensorlayer.files)
save_testing_log() (tensorlayer.db.TensorHub method)
save_training_log() (tensorlayer.db.TensorHub method)
save_validation_log() (tensorlayer.db.TensorHub method)
save_vocab() (in module tensorlayer.nlp)
save_weights() (tensorlayer.models.Model method)
save_weights_to_hdf5() (in module tensorlayer.files)
Scale (class in tensorlayer.layers)
sentence_to_token_ids() (in module tensorlayer.nlp)
SeparableConv1d (class in tensorlayer.layers)
SeparableConv2d (class in tensorlayer.layers)
Seq2seq (class in tensorlayer.models)
Seq2seqLuongAttention (class in tensorlayer.models)
seq_minibatches() (in module tensorlayer.iterate)
seq_minibatches2() (in module tensorlayer.iterate)
sequences_add_end_id() (in module tensorlayer.prepro)
sequences_add_end_id_after_pad() (in module tensorlayer.prepro)
sequences_add_start_id() (in module tensorlayer.prepro)
sequences_get_mask() (in module tensorlayer.prepro)
session (in module tensorlayer.distributed)
set_gpu_fraction() (in module tensorlayer.utils)
shear() (in module tensorlayer.prepro)
shear2() (in module tensorlayer.prepro)
shear_multi() (in module tensorlayer.prepro)
shear_multi2() (in module tensorlayer.prepro)
shift() (in module tensorlayer.prepro)
shift_multi() (in module tensorlayer.prepro)
Shuffle (class in tensorlayer.layers)
sigmoid_cross_entropy() (in module tensorlayer.cost)
Sign (class in tensorlayer.layers)
sign() (in module tensorlayer.activation)
simple_read_words() (in module tensorlayer.nlp)
SimpleRNN (class in tensorlayer.layers)
SimpleVocabulary (class in tensorlayer.nlp)
SpatialTransformer2dAffine (class in tensorlayer.layers)
SqueezeNetV1() (in module tensorlayer.models)
Stack (class in tensorlayer.layers)
start_id (tensorlayer.nlp.Vocabulary attribute)
SubpixelConv1d (class in tensorlayer.layers)
SubpixelConv2d (class in tensorlayer.layers)
swirl() (in module tensorlayer.prepro)
swirl_multi() (in module tensorlayer.prepro)
swish() (in module tensorlayer.activation)
SwitchNorm (class in tensorlayer.layers)
T
target_mask_op() (in module tensorlayer.layers)
TensorHub (class in tensorlayer.db)
tensorlayer.activation (module)
tensorlayer.array_ops (module)
tensorlayer.cli (module)
tensorlayer.cli.train (module)
tensorlayer.cost (module)
tensorlayer.db (module)
tensorlayer.distributed (module)
tensorlayer.files (module)
tensorlayer.initializers (module)
tensorlayer.iterate (module)
tensorlayer.layers (module)
tensorlayer.models (module)
tensorlayer.nlp (module)
tensorlayer.optimizers (module)
tensorlayer.prepro (module)
tensorlayer.rein (module)
tensorlayer.utils (module)
tensorlayer.visualize (module)
TernaryConv2d (class in tensorlayer.layers)
TernaryDense (class in tensorlayer.layers)
test() (in module tensorlayer.utils)
Tile (class in tensorlayer.layers)
train() (tensorlayer.models.Model method)
trainable_weights() (tensorlayer.layers.Layer method)
Trainer() (in module tensorlayer.distributed)
training_network (in module tensorlayer.distributed)
transform_matrix_offset_center() (in module tensorlayer.prepro)
transformer() (in module tensorlayer.layers)
Transpose (class in tensorlayer.layers)
TruncatedNormal (class in tensorlayer.initializers)
tsne_embedding() (in module tensorlayer.visualize)
U
unk_id (tensorlayer.nlp.Vocabulary attribute)
UnStack (class in tensorlayer.layers)
UpSampling2d (class in tensorlayer.layers)
V
validation_metrics (in module tensorlayer.distributed)
VGG16() (in module tensorlayer.models)
VGG19() (in module tensorlayer.models)
vocab (tensorlayer.nlp.Vocabulary attribute)
Vocabulary (class in tensorlayer.nlp)
W
weights() (tensorlayer.layers.LayerList method)
(tensorlayer.layers.ModelLayer method)
(tensorlayer.models.Model method)
Word2vecEmbedding (class in tensorlayer.layers)
word_ids_to_words() (in module tensorlayer.nlp)
words_to_word_ids() (in module tensorlayer.nlp)
Z
ZeroPad1d (class in tensorlayer.layers)
ZeroPad2d (class in tensorlayer.layers)
ZeroPad3d (class in tensorlayer.layers)
Zeros (class in tensorlayer.initializers)
zoom() (in module tensorlayer.prepro)
zoom_multi() (in module tensorlayer.prepro)
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