TensorLayer
1.9.0
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Stable Functionalities
API - Activations
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API - Files
API - Iteration
API - Layers
API - Models
API - Natural Language Processing
API - Optimizers
API - Preprocessing
API - Reinforcement Learning
API - Utility
API - Visualization
Unstable Functionalities
API - Database (alpha)
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CLI - Command Line Interface
TensorLayer
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A
absolute_difference_error() (in module tensorlayer.cost)
adjust_hue() (in module tensorlayer.prepro)
advanced_indexing_op() (in module tensorlayer.layers)
alphas() (in module tensorlayer.array_ops)
alphas_like() (in module tensorlayer.array_ops)
AMSGrad (class in tensorlayer.optimizers)
apply_transform() (in module tensorlayer.prepro)
array_to_img() (in module tensorlayer.prepro)
assign_params() (in module tensorlayer.files)
AtrousConv1dLayer() (in module tensorlayer.layers)
AtrousConv2dLayer (class in tensorlayer.layers)
AtrousDeConv2dLayer (class in tensorlayer.layers)
AverageEmbeddingInputlayer (class in tensorlayer.layers)
B
basic_tokenizer() (in module tensorlayer.nlp)
BasicConvLSTMCell (class in tensorlayer.layers)
batch_size (tensorlayer.layers.BiDynamicRNNLayer attribute)
(tensorlayer.layers.BiRNNLayer attribute)
(tensorlayer.layers.ConvLSTMLayer attribute)
(tensorlayer.layers.DynamicRNNLayer attribute)
(tensorlayer.layers.RNNLayer attribute)
batch_transformer() (in module tensorlayer.layers)
BatchNormLayer (class in tensorlayer.layers)
BiDynamicRNNLayer (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)
BinaryDenseLayer (class in tensorlayer.layers)
BiRNNLayer (class in tensorlayer.layers)
brightness() (in module tensorlayer.prepro)
brightness_multi() (in module tensorlayer.prepro)
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)
choice_action_by_probs() (in module tensorlayer.rein)
class_balancing_oversample() (in module tensorlayer.utils)
clear_all_placeholder_variables() (in module tensorlayer.utils)
clear_layers_name() (in module tensorlayer.layers)
CNN2d() (in module tensorlayer.visualize)
ConcatLayer (class in tensorlayer.layers)
Conv1d (class in tensorlayer.layers)
Conv1dLayer (class in tensorlayer.layers)
Conv2d (class in tensorlayer.layers)
Conv2dLayer (class in tensorlayer.layers)
Conv3dLayer (class in tensorlayer.layers)
ConvLSTMLayer (class in tensorlayer.layers)
ConvRNNCell (class in tensorlayer.layers)
cosine_similarity() (in module tensorlayer.cost)
count_params() (tensorlayer.layers.Layer 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)
datafs (tensorlayer.db.TensorDB attribute)
db (tensorlayer.db.TensorDB attribute)
DeConv2d (class in tensorlayer.layers)
DeConv2dLayer (class in tensorlayer.layers)
DeConv3d (class in tensorlayer.layers)
DeConv3dLayer (class in tensorlayer.layers)
DeformableConv2d (class in tensorlayer.layers)
del_file() (in module tensorlayer.files)
del_folder() (in module tensorlayer.files)
DenseLayer (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)
DistributedSession() (in module tensorlayer.distributed)
DorefaConv2d (class in tensorlayer.layers)
DorefaDenseLayer (class in tensorlayer.layers)
download_file_from_google_drive() (in module tensorlayer.files)
DownSampling2dLayer (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)
DropconnectDenseLayer (class in tensorlayer.layers)
DropoutLayer (class in tensorlayer.layers)
DynamicRNNLayer (class in tensorlayer.layers)
E
elastic_transform() (in module tensorlayer.prepro)
elastic_transform_multi() (in module tensorlayer.prepro)
ElementwiseLambdaLayer (class in tensorlayer.layers)
ElementwiseLayer (class in tensorlayer.layers)
EmbeddingInputlayer (class in tensorlayer.layers)
end_id (tensorlayer.nlp.Vocabulary attribute)
erosion() (in module tensorlayer.prepro)
EstimatorLayer (class in tensorlayer.layers)
evaluation() (in module tensorlayer.utils)
exists_or_mkdir() (in module tensorlayer.files)
exit_tensorflow() (in module tensorlayer.utils)
ExpandDimsLayer (class in tensorlayer.layers)
F
featurewise_norm() (in module tensorlayer.prepro)
file_exists() (in module tensorlayer.files)
final_state (tensorlayer.layers.ConvLSTMLayer attribute)
(tensorlayer.layers.DynamicRNNLayer attribute)
(tensorlayer.layers.RNNLayer attribute)
final_state_decode (tensorlayer.layers.Seq2Seq attribute)
final_state_encode (tensorlayer.layers.Seq2Seq attribute)
find_contours() (in module tensorlayer.prepro)
fit() (in module tensorlayer.utils)
flatten_list() (in module tensorlayer.utils)
flatten_reshape() (in module tensorlayer.layers)
FlattenLayer (class in tensorlayer.layers)
flip_axis() (in module tensorlayer.prepro)
flip_axis_multi() (in module tensorlayer.prepro)
folder_exists() (in module tensorlayer.files)
frame() (in module tensorlayer.visualize)
G
GaussianNoiseLayer (class in tensorlayer.layers)
generate_skip_gram_batch() (in module tensorlayer.nlp)
get_layers_with_name() (in module tensorlayer.layers)
get_random_int() (in module tensorlayer.utils)
get_variables_with_name() (in module tensorlayer.layers)
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)
H
hard_tanh() (in module tensorlayer.activation)
hsv_to_rgb() (in module tensorlayer.prepro)
I
illumination() (in module tensorlayer.prepro)
images2d() (in module tensorlayer.visualize)
imresize() (in module tensorlayer.prepro)
initial_state (tensorlayer.layers.ConvLSTMLayer attribute)
(tensorlayer.layers.DynamicRNNLayer attribute)
(tensorlayer.layers.RNNLayer attribute)
initial_state_decode (tensorlayer.layers.Seq2Seq attribute)
initial_state_encode (tensorlayer.layers.Seq2Seq attribute)
initialize_global_variables() (in module tensorlayer.layers)
initialize_rnn_state() (in module tensorlayer.layers)
initialize_vocabulary() (in module tensorlayer.nlp)
InputLayer (class in tensorlayer.layers)
InstanceNormLayer (class in tensorlayer.layers)
iou_coe() (in module tensorlayer.cost)
K
KerasLayer (class in tensorlayer.layers)
L
LambdaLayer (class in tensorlayer.layers)
Layer (class in tensorlayer.layers)
LayerNormLayer (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_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_ckpt() (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_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_wmt_en_fr_dataset() (in module tensorlayer.files)
LoadCheckpoint() (in module tensorlayer.distributed)
LocalResponseNormLayer (class in tensorlayer.layers)
log_weight() (in module tensorlayer.rein)
M
maxnorm_i_regularizer() (in module tensorlayer.cost)
maxnorm_o_regularizer() (in module tensorlayer.cost)
maxnorm_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)
merge_networks() (in module tensorlayer.layers)
minibatches() (in module tensorlayer.iterate)
MobileNetV1 (class in tensorlayer.models)
modelfs (tensorlayer.db.TensorDB attribute)
moses_multi_bleu() (in module tensorlayer.nlp)
MultiplexerLayer (class in tensorlayer.layers)
N
natural_keys() (in module tensorlayer.files)
nce_cost (tensorlayer.layers.Word2vecEmbeddingInputlayer attribute)
normalized_embeddings (tensorlayer.layers.Word2vecEmbeddingInputlayer 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)
OneHotInputLayer (class in tensorlayer.layers)
open_tensorboard() (in module tensorlayer.utils)
outputs (tensorlayer.layers.BiDynamicRNNLayer attribute)
(tensorlayer.layers.BiRNNLayer attribute)
(tensorlayer.layers.ConvLSTMLayer attribute)
(tensorlayer.layers.DynamicRNNLayer attribute)
(tensorlayer.layers.EmbeddingInputlayer attribute)
(tensorlayer.layers.RNNLayer attribute)
(tensorlayer.layers.Seq2Seq attribute)
(tensorlayer.layers.Word2vecEmbeddingInputlayer attribute)
P
pad_id (tensorlayer.nlp.Vocabulary attribute)
pad_sequences() (in module tensorlayer.prepro)
PadLayer (class in tensorlayer.layers)
Params (tensorlayer.db.TensorDB.db attribute)
paramsfs (tensorlayer.db.TensorDB attribute)
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)
PRelu6Layer (class in tensorlayer.layers)
PReluLayer (class in tensorlayer.layers)
print_all_variables() (in module tensorlayer.layers)
print_layers() (tensorlayer.layers.Layer method)
print_params() (tensorlayer.layers.Layer method)
process_sentence() (in module tensorlayer.nlp)
process_sequences() (in module tensorlayer.prepro)
projective_transform_by_points() (in module tensorlayer.prepro)
pt2map() (in module tensorlayer.prepro)
ptb_iterator() (in module tensorlayer.iterate)
PTRelu6Layer (class in tensorlayer.layers)
R
ramp() (in module tensorlayer.activation)
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)
remove_pad_sequences() (in module tensorlayer.prepro)
ReshapeLayer (class in tensorlayer.layers)
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)
RNNLayer (class in tensorlayer.layers)
ROIPoolingLayer (class in tensorlayer.layers)
rotation() (in module tensorlayer.prepro)
rotation_multi() (in module tensorlayer.prepro)
S
sample() (in module tensorlayer.nlp)
sample_top() (in module tensorlayer.nlp)
samplewise_norm() (in module tensorlayer.prepro)
save_any_to_npy() (in module tensorlayer.files)
save_ckpt() (in module tensorlayer.files)
save_image() (in module tensorlayer.visualize)
save_images() (in module tensorlayer.visualize)
save_npz() (in module tensorlayer.files)
save_npz_dict() (in module tensorlayer.files)
save_params() (tensorlayer.db.TensorDB method)
save_vocab() (in module tensorlayer.nlp)
ScaleLayer (class in tensorlayer.layers)
sel (tensorlayer.layers.MultiplexerLayer attribute)
sentence_to_token_ids() (in module tensorlayer.nlp)
SeparableConv1d (class in tensorlayer.layers)
SeparableConv2d (class in tensorlayer.layers)
Seq2Seq (class in tensorlayer.layers)
seq_minibatches() (in module tensorlayer.iterate)
seq_minibatches2() (in module tensorlayer.iterate)
sequence_length (tensorlayer.layers.BiDynamicRNNLayer attribute)
(tensorlayer.layers.DynamicRNNLayer attribute)
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)
set_gpu_fraction() (in module tensorlayer.utils)
set_name_reuse() (in module tensorlayer.layers)
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)
sigmoid_cross_entropy() (in module tensorlayer.cost)
sign() (in module tensorlayer.activation)
SignLayer (class in tensorlayer.layers)
simple_read_words() (in module tensorlayer.nlp)
SimpleVocabulary (class in tensorlayer.nlp)
SlimNetsLayer (class in tensorlayer.layers)
SpatialTransformer2dAffineLayer (class in tensorlayer.layers)
SqueezeNetV1 (class in tensorlayer.models)
StackLayer (class in tensorlayer.layers)
start_id (tensorlayer.nlp.Vocabulary attribute)
StopAtTimeHook() (in module tensorlayer.distributed)
studyID (tensorlayer.db.TensorDB 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)
T
target_mask_op() (in module tensorlayer.layers)
TaskSpec() (in module tensorlayer.distributed)
TaskSpecDef() (in module tensorlayer.distributed)
TensorDB (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.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)
TernaryDenseLayer (class in tensorlayer.layers)
test() (in module tensorlayer.utils)
TestLog (tensorlayer.db.TensorDB.db attribute)
threading_data() (in module tensorlayer.prepro)
TileLayer (class in tensorlayer.layers)
TimeDistributedLayer (class in tensorlayer.layers)
TrainLog (tensorlayer.db.TensorDB.db attribute)
transform_matrix_offset_center() (in module tensorlayer.prepro)
transformer() (in module tensorlayer.layers)
TransposeLayer (class in tensorlayer.layers)
tsne_embedding() (in module tensorlayer.visualize)
U
unk_id (tensorlayer.nlp.Vocabulary attribute)
UnStackLayer (class in tensorlayer.layers)
UpSampling2dLayer (class in tensorlayer.layers)
V
ValidLog (tensorlayer.db.TensorDB.db attribute)
VGG16 (class in tensorlayer.models)
vocab (tensorlayer.nlp.Vocabulary attribute)
Vocabulary (class in tensorlayer.nlp)
W
Word2vecEmbeddingInputlayer (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)
zoom() (in module tensorlayer.prepro)
zoom_multi() (in module tensorlayer.prepro)
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