Interface to 'fastai'


[Up] [Top]

Documentation for package ‘fastai’ version 2.2.2

Help Pages

A B C D E F G H I J K L M N O P Q R S T U V W X Z misc

-- A --

abs Abs
abs.fastai.torch_core.TensorMask Abs
abs.torch.Tensor Abs
AccumMetric AccumMetric
accuracy Accuracy
accuracy_multi Accuracy_multi
accuracy_thresh_expand Accuracy threshold expand
Adam Adam
adam_step Adam_step
AdaptiveAvgPool AdaptiveAvgPool
AdaptiveConcatPool1d AdaptiveConcatPool1d
AdaptiveConcatPool2d AdaptiveConcatPool2d
AdaptiveGANSwitcher Adaptive GAN Switcher
AdaptiveLoss AdaptiveLoss
adaptive_pool Adaptive_pool
add Add
AddChannels Add Channels
AddNoise Add Noise
add_cyclic_datepart Add cyclic datepart
add_datepart Add datepart
AffineCoordTfm AffineCoordTfm
affine_coord Aaffine_coord
affine_mat Affline mat
alexnet Alexnet
apply_perspective Apply_perspective
APScoreBinary APScoreBinary
APScoreMulti APScoreMulti
aspect Aspect
as_array As_array
AudioBlock AudioBlock
AudioBlock_from_folder AudioBlock from folder
AudioGetter AudioGetter
AudioPadType AudioPadType module
AudioSpectrogram AudioSpectrogram module
AudioTensor Audio Tensor
AudioTensor_create AudioTensor create
AudioToMFCC AudioToMFCC
AudioToMFCC_from_cfg AudioToMFCC from cfg
AudioToSpec_from_cfg AudioToSpec from cfg
audio_extensions Audio_extensions
aug_transforms Augmentation
AutoConfig Auto configuration
average_grad Average_grad
average_sqr_grad Average_sqr_grad
AvgLoss AvgLoss
AvgPool AvgPool
AvgSmoothLoss AvgSmoothLoss
AWD_LSTM AWD_LSTM
awd_lstm_clas_split Awd_lstm_clas_split
awd_lstm_lm_split Awd_lstm_lm_split
AWD_QRNN AWD_QRNN

-- B --

BalancedAccuracy BalancedAccuracy
BaseLoss BaseLoss
BaseTokenizer BaseTokenizer
BasicMelSpectrogram BasicMelSpectrogram
BasicMFCC Basic MFCC
BasicSpectrogram BasicSpectrogram
basic_critic Basic critic
basic_generator Basic generator
BatchNorm BatchNorm
BatchNorm1dFlat BatchNorm1dFlat
BBoxBlock BBoxBlock
BBoxLabeler BBoxLabeler
BBoxLblBlock BBoxLblBlock
bb_pad Bb_pad
BCELossFlat BCELossFlat
BCEWithLogitsLossFlat BCEWithLogitsLossFlat
blurr Hugging Face module
BrierScore BrierScore
BrierScoreMulti BrierScoreMulti
bs_find Bs_find
bs_finder Bs finder
bt Builtins module

-- C --

calculate_rouge Calculate_rouge
Callback Callback module
Cat Cat
catalyst Catalyst module
catalyst_model Catalyst model
Categorify Categorify
CategoryBlock CategoryBlock
ceiling.fastai.torch_core.TensorMask Ceil
ceiling.torch.Tensor Ceil
ceiling_ Ceil
ChangeVolume Change Volume
children_and_parameters Children_and_parameters
ClassificationInterpretation_from_learner ClassificationInterpretation_from_learner
clean_raw_keys Clean_raw_keys
clip_remove_empty Clip_remove_empty
cm Cm module
cnn_config Cnn config
cnn_learner Cnn_learner
COCOMetric COCOMetric
COCOMetricType COCOMetricType
CohenKappa CohenKappa
collab Collab module
CollabDataLoaders_from_dblock CollabDataLoaders_from_dblock
CollabDataLoaders_from_df CollabDataLoaders_from_df
collab_learner Collab_learner
CollectDataCallback CollectDataCallback
colors Colors module
ColReader ColReader
ColSplitter ColSplitter
combined_flat_anneal Combined_flat_anneal
competitions_list Competitions list
competition_download_file Competition download file
competition_download_files Competition download files
competition_leaderboard_download Competition leaderboard download
competition_list_files Competition list files
competition_submit Competition submit
Contrast Contrast
ConvLayer ConvLayer
convT_norm_relu ConvT_norm_relu
conv_norm_lr Conv_norm_lr
CorpusBLEUMetric CorpusBLEUMetric
cos.fastai.torch_core.TensorMask Cos
cos.torch.Tensor Cos
cosh.fastai.torch_core.TensorMask Cosh
cosh.torch.Tensor Cosh
cosh_ Cosh
cos_ Cos
crap Crappify module
crappifier Crappifier
create_body Create_body
create_cnn_model Create_cnn_model
create_fcn Create_fcn
create_head Create_head
create_inception Create_inception
create_mlp Create_mlp
create_resnet Create_resnet
create_unet_model Create_unet_model
CropPad CropPad
CropTime Crop Time
CrossEntropyLossFlat CrossEntropyLossFlat
CSVLogger CSVLogger
CudaCallback CudaCallback
custom_loss Loss NN module
CutMix CutMix
cutout_gaussian Cutout_gaussian
CycleGAN CycleGAN
CycleGANLoss CycleGANLoss
CycleGANTrainer CycleGANTrainer
cycle_learner Cycle_learner

-- D --

DataBlock DataBlock
dataloaders Dataloaders from dls object
Datasets Datasets
Data_Loaders Data Loaders
dcmread Read dicom
debias Debias
Debugger Debugger
decision_plot Decision_plot
decode_spec_tokens Decode_spec_tokens
default_split Default_split
Delta Delta
denormalize_imagenet Denormalize_imagenet
densenet121 Densenet121
densenet161 Densenet161
densenet169 Densenet169
densenet201 Densenet201
DenseResBlock Dense Res Block
dependence_plot Dependence_plot
DeterministicDihedral DeterministicDihedral
DeterministicDraw DeterministicDraw
DeterministicFlip DeterministicFlip
detuplify_pg Detuplify_pg
Dice Dice coefficient
Dicom Dicom class
dicom_windows Dicom_windows module
Dihedral Dihedral
DihedralItem DihedralItem
dihedral_mat Dihedral_mat
dim Dim
dim.fastai.torch_core.TensorMask Dim
dim.torch.Tensor Dim
discriminator Discriminator
div Div
DownmixMono Downmix Mono
dropout_mask Dropout_mask
dummy_eval Dummy_eval
DynamicUnet DynamicUnet

-- E --

EarlyStoppingCallback EarlyStoppingCallback
efficientdet_infer_dl Efficientdet infer dataloader
efficientdet_learner MaskRCNN learner
efficientdet_model Eficientdet model
efficientdet_predict_dl Efficientdet predict dataloader
efficientdet_train_dl Efficientdet train dataloader
efficientdet_valid_dl Efficientdet valid dataloader
Embedding Embedding
EmbeddingDropout EmbeddingDropout
emb_sz_rule Emb_sz_rule
error_rate Error rate
exp Exp
exp.fastai.torch_core.TensorMask Exp
exp.torch.Tensor Exp
ExplainedVariance Explained Variance
expm1 Expm1
expm1.fastai.torch_core.TensorMask Expm1
expm1.torch.Tensor Expm1
export_generator Export_generator
exp_rmspe Exp_rmspe

-- F --

F1Score F1Score
F1ScoreMulti F1ScoreMulti
fastai_version Fastai version
fastaudio Fastaudio module
faster_rcnn_infer_dl Faster RCNN infer dataloader
faster_rcnn_learner Faster RSNN learner
faster_rcnn_model Faster RSNN model
faster_rcnn_predict_dl Faster RCNN predict dataloader
faster_rcnn_train_dl Faster RSNN train dataloader
faster_rcnn_valid_dl Faster RSNN valid dataloader
fastinf Wandb module
fa_collate Fa_collate
fa_convert Da_convert
FBeta FBeta
FBetaMulti FBetaMulti
FetchPredsCallback FetchPredsCallback
FileSplitter File Splitter
FillMissing Fill Missing
FillStrategy_COMMON COMMON
FillStrategy_CONSTANT CONSTANT
FillStrategy_MEDIAN MEDIAN
find_coeffs Find_coeffs
fine_tune Fine_tune
fit.fastai.learner.Learner Fit
fit.fastai.tabular.learner.TabularLearner Fit
fit.fastai.vision.gan.GANLearner Fit
fit_flat_cos Fit_flat_cos
fit_flat_lin Fit_flat_lin
fit_one_cycle Fit one cycle
fit_sgdr Fit_sgdr
FixedGANSwitcher Fixed GAN Switcher
fix_fit Fix fit
fix_html Fix_html
Flatten Flatten
flatten_check Flatten check
flatten_model Flatten_model
Flip Flip
FlipItem FlipItem
flip_mat Flip_mat
float Tensor to float
floor.fastai.torch_core.TensorMask Floor
floor.torch.Tensor Floor
floor_ Floor
floor_div Floor divide
floor_mod Floor mod
fmodule Module
FolderDataset FolderDataset
force_plot Force_plot
foreground_acc Foreground accuracy
ForgetMultGPU ForgetMultGPU
forget_mult_CPU Forget_mult_CPU
freeze Freeze a model
FuncSplitter FuncSplitter
fView View

-- G --

GANDiscriminativeLR GAN Discriminative LR
GANLearner_from_learners GAN Learner from learners
GANLearner_wgan Wgan
GANLoss GAN Loss
GANModule GAN Module
GANTrainer GAN Trainer
gan_critic Gan critic
gan_loss_from_func GAN loss from function
GatherPredsCallback GatherPredsCallback
gauss_blur2d Gauss_blur2d
generate_noise Generate noise
get_annotations Get_annotations
get_audio_files Get_audio_files
get_bias Get bias
get_c Get_c
get_confusion_matrix Extract confusion matrix
get_data_loaders Get data loaders
get_dcm_matrix Get image matrix
get_dicom_files get_dicom_files
get_dls Get dls
get_emb_sz Get_emb_sz
get_files Get_files
get_grid Get_grid
get_hf_objects Get_hf_objects
get_image_files Get image files
get_language_model Get_language_model
get_preds_cyclegan Get_preds_cyclegan
get_text_classifier Get_text_classifier
get_text_files Get_text_files
get_weights Get weights
GradientAccumulation GradientAccumulation
GrandparentSplitter GrandparentSplitter
grayscale Grayscale
greater Greater
greater_or_equal Greater or equal

-- H --

HammingLoss HammingLoss
HammingLossMulti HammingLossMulti
has_params Has_params
has_pool_type Has_pool_type
helper BLURR_MODEL_HELPER
HF_ARCHITECTURES HF_ARCHITECTURES
HF_BaseInput HF_BaseInput
HF_BaseModelCallback HF_BaseModelCallback
HF_BaseModelWrapper HF_BaseModelWrapper
HF_BeforeBatchTransform HF_BeforeBatchTransform
HF_CausalLMBeforeBatchTransform HF_CausalLMBeforeBatchTransform
HF_load_dataset Load_dataset
HF_QABatchTransform HF_QABatchTransform
HF_QABeforeBatchTransform HF_QABeforeBatchTransform
HF_QstAndAnsModelCallback HF_QstAndAnsModelCallback
HF_QuestionAnswerInput HF_QuestionAnswerInput
hf_splitter Hf_splitter
HF_SummarizationBeforeBatchTransform HF_SummarizationBeforeBatchTransform
HF_SummarizationInput HF_SummarizationInput
HF_SummarizationModelCallback HF_SummarizationModelCallback
HF_TASKS_ALL HF_TASKS_ALL
HF_TASKS_AUTO HF_TASKS_AUTO
HF_Text2TextAfterBatchTransform HF_Text2TextAfterBatchTransform
HF_Text2TextBlock HF_Text2TextBlock
HF_TextBlock HF_TextBlock
HF_TokenCategorize HF_TokenCategorize
HF_TokenCategoryBlock HF_TokenCategoryBlock
HF_TokenClassBeforeBatchTransform HF_TokenClassBeforeBatchTransform
HF_TokenClassInput HF_TokenClassInput
HF_TokenTensorCategory HF_TokenTensorCategory
Hook Hook
HookCallback HookCallback
Hooks Hooks
hook_output Hook_output
hook_outputs Hook_outputs
hsv2rgb Hsv2rgb
Hue Hue
hug Transformer module

-- I --

icevision Icevision module
icevision_Adapter Adapter
icevision_aug_tfms Aug_tfms
icevision_BasicIAATransform BasicIAATransform
icevision_BasicTransform BasicTransform
icevision_Blur Blur
icevision_ChannelDropout ChannelDropout
icevision_ChannelShuffle ChannelShuffle
icevision_CLAHE CLAHE
icevision_ClassMap ClassMap
icevision_CoarseDropout CoarseDropout
icevision_ColorJitter ColorJitter
icevision_Compose Compose
icevision_Crop Crop
icevision_CropNonEmptyMaskIfExists CropNonEmptyMaskIfExists
icevision_Cutout Cutout
icevision_Dataset Dataset
icevision_Dataset_from_images Icevision Dataset from images
icevision_Downscale Downscale
icevision_DualIAATransform DualIAATransform
icevision_DualTransform DualTransform
icevision_ElasticTransform ElasticTransform
icevision_Equalize Equalize
icevision_FancyPCA FancyPCA
icevision_FDA FDA
icevision_FixedSplitter FixedSplitter
icevision_Flip Flip
icevision_FromFloat FromFloat
icevision_GaussianBlur GaussianBlur
icevision_GaussNoise GaussNoise
icevision_GlassBlur GlassBlur
icevision_GridDistortion GridDistortion
icevision_GridDropout GridDropout
icevision_HistogramMatching HistogramMatching
icevision_HorizontalFlip HorizontalFlip
icevision_HueSaturationValue HueSaturationValue
icevision_IAAAdditiveGaussianNoise IAAAdditiveGaussianNoise
icevision_IAAAffine IAAAffine
icevision_IAACropAndPad IAACropAndPad
icevision_IAAEmboss IAAEmboss
icevision_IAAFliplr IAAFliplr
icevision_IAAFlipud IAAFlipud
icevision_IAAPerspective IAAPerspective
icevision_IAAPiecewiseAffine IAAPiecewiseAffine
icevision_IAASharpen IAASharpen
icevision_IAASuperpixels IAASuperpixels
icevision_ImageCompression ImageCompression
icevision_ImageOnlyIAATransform ImageOnlyIAATransform
icevision_ImageOnlyTransform ImageOnlyTransform
icevision_InvertImg InvertImg
icevision_ISONoise ISONoise
icevision_JpegCompression JpegCompression
icevision_LongestMaxSize LongestMaxSize
icevision_MaskDropout MaskDropout
icevision_MedianBlur MedianBlur
icevision_MotionBlur MotionBlur
icevision_MultiplicativeNoise MultiplicativeNoise
icevision_Normalize Normalize
icevision_OpticalDistortion OpticalDistortion
icevision_PadIfNeeded PadIfNeeded
icevision_parse Parse
icevision_Posterize Posterize
icevision_RandomBrightnessContrast RandomBrightnessContrast
icevision_RandomContrast RandomContrast
icevision_RandomCrop RandomCrop
icevision_RandomCropNearBBox RandomCropNearBBox
icevision_RandomFog RandomFog
icevision_RandomGamma RandomGamma
icevision_RandomGridShuffle RandomGridShuffle
icevision_RandomRain RandomRain
icevision_RandomResizedCrop RandomResizedCrop
icevision_RandomRotate90 RandomRotate90
icevision_RandomScale RandomScale
icevision_RandomShadow RandomShadow
icevision_RandomSizedBBoxSafeCrop RandomSizedBBoxSafeCrop
icevision_RandomSizedCrop RandomSizedCrop
icevision_RandomSnow RandomSnow
icevision_RandomSplitter RandomSplitter
icevision_RandomSunFlare RandomSunFlare
icevision_read_bgr_image Read_bgr_image
icevision_read_rgb_image Read_rgb_image
icevision_Resize Resize
icevision_resize_and_pad Resize_and_pad
icevision_RGBShift RGBShift
icevision_Rotate Rotate
icevision_ShiftScaleRotate ShiftScaleRotate
icevision_SingleSplitSplitter SingleSplitSplitter
icevision_SmallestMaxSize SmallestMaxSize
icevision_Solarize Solarize
icevision_ToFloat ToFloat
icevision_ToGray ToGray
icevision_ToSepia ToSepia
icevision_Transpose Transpose
icevision_VerticalFlip VerticalFlip
icnr_init Icnr_init
IDMap IDMap
Image Image
image2tensor Image2tensor
ImageBlock ImageBlock
ImageBW_create ImageBW_create
ImageDataLoaders_from_csv ImageDataLoaders from csv
ImageDataLoaders_from_dblock ImageDataLoaders from dblock
ImageDataLoaders_from_df ImageDataLoaders from df
ImageDataLoaders_from_folder ImageDataLoaders from folder
ImageDataLoaders_from_lists ImageDataLoaders from lists
ImageDataLoaders_from_name_re ImageDataLoaders from name regex
ImageDataLoaders_from_path_func ImageDataLoaders from path function
ImageDataLoaders_from_path_re ImageDataLoaders from path re
imagenet_stats Imagenet statistics
Image_create Image_create
Image_open Image_open
Image_resize Resize
InceptionModule InceptionModule
IndexSplitter Index Splitter
init Wandb init
init_default Init_default
init_linear Init_linear
install_fastai Install fastai
InstanceNorm InstanceNorm
IntToFloatTensor IntToFloatTensor
InvisibleTensor Invisible Tensor
in_channels In_channels
is_rmarkdown Is Rmarkdown?

-- J --

Jaccard Jaccard
JaccardCoeff JaccardCoeff
JaccardMulti JaccardMulti

-- K --

kg Kaggle module

-- L --

L L
L1LossFlat L1LossFlat
l2_reg L2_reg
LabeledBBox LabeledBBox
LabelSmoothingCrossEntropy LabelSmoothingCrossEntropy
LabelSmoothingCrossEntropyFlat LabelSmoothingCrossEntropyFlat
Lamb Lamb
Lambda Lambda
lamb_step Lamb_step
language_model_learner Language_model_learner
Larc Larc
larc_layer_lr Larc_layer_lr
larc_step Larc_step
layer_info Layer_info
Learner Learner
length Length
length.fastai.torch_core.TensorMask Length
length.torch.Tensor Length
less Less
less_or_equal Less or equal
LightingTfm LightingTfm
LinBnDrop LinBnDrop
LinearDecoder LinearDecoder
LitModel Lit Model
LMDataLoader LMDataLoader
LMLearner LMLearner
LMLearner_predict LMLearner_predict
loaders Loaders
load_dataset Load_dataset
load_ignore_keys Load_ignore_keys
load_image Load_image
load_learner Load_learner
load_model_text Load_model_text
load_pre_models Timm models
load_tokenized_csv Load_tokenized_csv
log Log
log.fastai.torch_core.TensorMask Log
log.torch.Tensor Log
log1p Log1p
log1p.fastai.torch_core.TensorMask Log1p
log1p.torch.Tensor Log1p
logical_and Logical_and
logical_not_ Logical_not
logical_or Logical_or
login Wandb login
Lookahead Lookahead
LossMetric LossMetric
lr_find Lr_find

-- M --

mae MAE
make_vocab Make_vocab
mask2bbox Mask2bbox
MaskBlock MaskBlock
masked_concat_pool Masked_concat_pool
MaskFreq Mask Freq
MaskTime MaskTime
Mask_create Mask_create
mask_from_blur Mask from blur
mask_rcnn_infer_dl Mask RCNN infer dataloader
mask_rcnn_learner MaskRCNN learner
mask_rcnn_model MaskRCNN model
mask_rcnn_predict_dl Mask RCNN predict dataloader
mask_rcnn_train_dl MaskRCNN train dataloader
mask_rcnn_valid_dl MaskRSNN valid dataloader
mask_tensor Mask_tensor
match_embeds Match_embeds
MatthewsCorrCoef MatthewsCorrCoef
MatthewsCorrCoefMulti MatthewsCorrCoefMulti
max Max
max.fastai.torch_core.TensorMask Max
max.torch.Tensor Max
MaxPool MaxPool
maybe_unsqueeze Maybe_unsqueeze
MCDropoutCallback MCDropoutCallback
mean.fastai.torch_core.TensorMask Mean of tensor
mean.torch.Tensor Mean of tensor
medical Medical module
MergeLayer MergeLayer
metrics Metrics module
migrating_ignite Ignite module
migrating_lightning Lightning module
migrating_pytorch Pytorch module
min Min
min.fastai.torch_core.TensorMask Min
min.torch.Tensor Min
mish Mish
MishJitAutoFn MishJitAutoFn
Mish_ Class Mish
MixHandler MixHandler
MixUp MixUp
ModelResetter ModelResetter
model_sizes Model_sizes
Module Module module
Module_test NN module
momentum_step Momentum_step
most_confused Most_confused
mse MSE
MSELossFlat MSELossFlat
msle MSLE
MultiCategorize MultiCategorize
MultiCategoryBlock MultiCategoryBlock
multiplygit add -A && git commit -m 'staging all files' Multiply
MultiTargetLoss MultiTargetLoss

-- N --

narrow Modify tensor
Net Net
nn NN module
nn_loss Fastai custom loss
nn_module Fastai NN module
NoiseColor NoiseColor module
NoneReduce NoneReduce
noop Noop
Normalize Normalize
NormalizeTS NormalizeTS
Normalize_from_stats Normalize from stats
norm_apply_denorm Norm_apply_denorm
not_equal_to Not equal
not_equal_to_mask_ Not equal
not__mask Logical_not
Numericalize Numericalize
num_features_model Num_features_model
n_px N_px

-- O --

OldRandomCrop OldRandomCrop
one_batch One batch
OpenAudio OpenAudio
Optimizer Optimizer
OptimWrapper OptimWrapper
optim_metric Optim metric
or_mask Logical_or
os Operating system
os_environ_tpu An environment supporting TPUs

-- P --

pad_conv_norm_relu Pad_conv_norm_relu
pad_input Pad_input
pad_input_chunk Pad_input_chunk
parallel Parallel
parallel_tokenize Parallel_tokenize
params Params
ParamScheduler ParamScheduler
parent_label Parent_label
parsers_AreasMixin AreasMixin
parsers_BBoxesMixin BBoxesMixin
parsers_FasterRCNN Faster RCNN
parsers_FilepathMixin FilepathMixin
parsers_ImageidMixin Imageid Mixin
parsers_IsCrowdsMixin IsCrowdsMixin
parsers_LabelsMixin LabelsMixin
parsers_MaskRCNN Mask RCNN
parsers_MasksMixin MasksMixin
parsers_SizeMixin SizeMixin
parsers_voc Voc parser
partial Partial
PartialDL PartialDL
PartialLambda Partial Lambda
pca PCA
PearsonCorrCoef PearsonCorrCoef
Perplexity Perplexity
Pipeline Pipeline
PixelShuffle_ICNR PixelShuffle_ICNR
plot Plot dicom
plot_bs_find Plot_bs_find
plot_confusion_matrix Plot_confusion_matrix
plot_loss Plot_loss
plot_lr_find Plot_lr_find
plot_top_losses Plot_top_losses
PointBlock PointBlock
PointScaler PointScaler
PooledSelfAttention2d PooledSelfAttention2d
PoolFlatten PoolFlatten
PoolingLinearClassifier PoolingLinearClassifier
pow Pow
Precision Precision
PrecisionMulti PrecisionMulti
predict.fastai.learner.Learner Predict
predict.fastai.tabular.learner.TabularLearner Predict
preplexity Perplexity
PreprocessAudio Preprocess Audio
preprocess_audio_folder Preprocess audio folder
pre_process_squad Pre_process_squad
print.fastai.learner.Learner Print model
print.fastai.tabular.learner.TabularLearner Print tabular model
print.pydicom.dataset.FileDataset Dicom
python_path Python path
py_apply Py_apply

-- Q --

QHAdam QHAdam
qhadam_step Qhadam_step
QRNN QRNN
QRNNLayer QRNNLayer

-- R --

R2Score R2Score
RAdam RAdam
radam_step Radam_step
RandomCrop RandomCrop
RandomErasing RandomErasing
RandomResizedCrop RandomResizedCrop
RandomResizedCropGPU RandomResizedCropGPU
RandomSplitter RandomSplitter
RandPair RandPair
RandTransform RandTransform
ranger Ranger
RatioResize RatioResize
ReadTSBatch ReadTSBatch
Recall Recall
RecallMulti RecallMulti
ReduceLROnPlateau ReduceLROnPlateau
RegressionBlock RegressionBlock
RemoveSilence Remove Silence
RemoveType RemoveType module
replace_all_caps Replace_all_caps
replace_maj Replace_maj
replace_rep Replace_rep
replace_wrep Replace_wrep
Resample Resample
ResBlock ResBlock
reshape Reshape
Resize Resize
ResizeBatch ResizeBatch
ResizeSignal Resize Signal
resize_max Resize_max
ResNet ResNet
resnet101 Resnet101
resnet152 Resnet152
resnet18 Resnet18
resnet34 Resnet34
resnet50 Resnet50
ResnetBlock ResnetBlock
resnet_generator Resnet_generator
res_block_1d Res_block_1d
RetinaNet RetinaNet
RetinaNetFocalLoss RetinaNetFocalLoss
retinanet_ Retinanet module
reverse_text Reverse_text
rgb2hsv Rgb2hsv
rmse RMSE
RMSProp RMSProp
rms_prop_step Rms_prop_step
rm_useless_spaces Rm_useless_spaces
RNNDropout RNNDropout
RNNRegularizer RNNRegularizer
RocAuc RocAuc
RocAucBinary RocAucBinary
RocAucMulti RocAucMulti
Rotate Rotate
rotate_mat Rotate_mat
round Round
round.fastai.torch_core.TensorMask Round
round.torch.Tensor Round

-- S --

Saturation Saturation
SaveModelCallback SaveModelCallback
SchedCos SchedCos
SchedExp SchedExp
SchedLin SchedLin
SchedNo SchedNo
SchedPoly SchedPoly
SEBlock SEBlock
SegmentationDataLoaders_from_label_func SegmentationDataLoaders_from_label_func
SelfAttention SelfAttention
SEModule SEModule
SentenceEncoder SentenceEncoder
SentencePieceTokenizer SentencePieceTokenizer
SeparableBlock SeparableBlock
sequential Sequential
SequentialEx SequentialEx
SequentialRNN Sequential RNN
SEResNeXtBlock SEResNeXtBlock
setup_aug_tfms Setup_aug_tfms
set_freeze_model Set freeze model
set_item_pg Set_item_pg
SGD SGD
sgd_step Sgd_step
SGRoll SGRoll
shap Shap module
shape Shape
ShapInterpretation ShapInterpretation
Shortcut Shortcut
ShortEpochCallback ShortEpochCallback
show Show
ShowCycleGANImgsCallback ShowCycleGANImgsCallback
ShowGraphCallback ShowGraphCallback
show_array Show_array
show_batch Show_batch
show_image Show_image
show_images Show_images
show_preds Show_preds
show_results Show_results
show_samples Show_samples
sigmoid Sigmoid
SigmoidRange SigmoidRange
sigmoid_ Sigmoid_
sigmoid_range Sigmoid_range
SignalCutout Signal Cutout
SignalLoss Signal Loss
SignalShifter Signal Shifter
SimpleCNN SimpleCNN
SimpleSelfAttention SimpleSelfAttention
sin.fastai.torch_core.TensorMask Sin
sin.torch.Tensor Sin
sinh.fastai.torch_core.TensorMask Sinh
sinh.torch.Tensor Add
sin_ Sin
skm_to_fastai Skm to fastai
slice Slice
sort Sort
sort.fastai.torch_core.TensorMask Sort
sort.torch.Tensor Sort
SortedDL SortedDL
SpacyTokenizer SpacyTokenizer
SpearmanCorrCoef SpearmanCorrCoef
SpectrogramTransformer Spectrogram Transformer
spec_add_spaces Spec_add_spaces
sqrd Sqrt
sqrt.fastai.torch_core.TensorMask Sqrt
sqrt.torch.Tensor Sqrt
SqueezeNet SqueezeNet
squeezenet1_0 Squeezenet1_0
squeezenet1_1 Squeezenet1_1
stack_train_valid Stack_train_valid
step_stat Step_stat
sub Sub
subplots Subplots
sub_mask Sub
summarization_splitter Summarization_splitter
summary.fastai.learner.Learner Summary
summary.fastai.tabular.learner.TabularLearner Summary
summary_plot Summary_plot
swish Swish
Swish_ Swish

-- T --

tabular Tabular
TabularDataTable TabularDataTable
TabularModel TabularModel
TabularTS TabularTS
TabularTSDataloader TabularTSDataloader
tabular_config Tabular_config
tabular_learner Tabular learner
tar_extract_at_filename Tar_extract_at_filename
tensor Tensor
TensorBBox TensorBBox
TensorBBox_create TensorBBox_create
TensorImage TensorImage
TensorImageBW TensorImageBW
TensorMultiCategory TensorMultiCategory
TensorPoint TensorPoint
TensorPoint_create TensorPoint_create
TerminateOnNaNCallback TerminateOnNaNCallback
test_loader Test_loader
text Text module
TextBlock TextBlock
TextBlock_from_df TextBlock_from_df
TextBlock_from_folder TextBlock_from_folder
TextDataLoaders_from_csv TextDataLoaders_from_csv
TextDataLoaders_from_df TextDataLoaders_from_df
TextDataLoaders_from_folder TextDataLoaders_from_folder
TextLearner TextLearner
TextLearner_load_encoder Load_encoder
TextLearner_load_pretrained Load_pretrained
TextLearner_save_encoder Save_encoder
text_classifier_learner Text_classifier_learner
TfmdDL TfmdDL
TfmdLists TfmdLists
TfmResize TfmResize
timm Timm module
timm_learner Timm_learner
timm_list_models Timm models
tms Timeseries module
tokenize1 Tokenize1
Tokenizer Tokenizer
Tokenizer_from_df Tokenizer_from_df
TokenizeWithRules TokenizeWithRules
tokenize_csv Tokenize_csv
tokenize_df Tokenize_df
tokenize_files Tokenize_files
tokenize_folder Tokenize_folder
tokenize_texts Tokenize_texts
top_k_accuracy Top_k_accuracy
torch Builtins module
total_params Total_params
ToTensor ToTensor
to_bytes_format To_bytes_format
to_image To_image
to_matrix To matrix
to_thumb To_thumb
to_xla Learn to XLA
TrackerCallback TrackerCallback
trainable_params Trainable_params
TrainEvalCallback TrainEvalCallback
train_loader Train_loader
Transform Transform
TransformBlock TransformBlock
transformers Transformers
TransformersDropOutput TransformersDropOutput
TransformersTokenizer TransformersTokenizer
trunc_normal_ Trunc_normal_
TSBlock TSBlock
TSDataLoaders_from_dfs TSDataLoaders_from_dfs
TSDataTable TSDataTable
TSeries TSeries
TSeries_create TSeries_create

-- U --

UnetBlock UnetBlock
unet_config Unet_config
unet_learner Unet_learner
unfreeze Unfreeze a model
uniform_blur2d Uniform_blur2d
upit Upit module
URLs_ADULT_SAMPLE ADULT_SAMPLE dataset
URLs_AG_NEWS AG_NEWS dataset
URLs_AMAZON_REVIEWSAMAZON_REVIEWS AMAZON_REVIEWSAMAZON_REVIEWS dataset
URLs_AMAZON_REVIEWS_POLARITY AMAZON_REVIEWS_POLARITY dataset
URLs_BIWI_HEAD_POSE BIWI_HEAD_POSE dataset
URLs_CALTECH_101 CALTECH_101 dataset
URLs_CAMVID CAMVID dataset
URLs_CAMVID_TINY CAMVID_TINY dataset
URLs_CARS CARS dataset
URLs_CIFAR CIFAR dataset
URLs_CIFAR_100 CIFAR_100 dataset
URLs_COCO_TINY COCO_TINY dataset
URLs_CUB_200_2011 CUB_200_2011 dataset
URLs_DBPEDIA DBPEDIA dataset
URLs_DOGS DOGS dataset
URLs_FLOWERS FLOWERS dataset
URLs_FOOD FOOD dataset
URLs_HORSE_2_ZEBRA HORSE_2_ZEBRA dataset
URLs_HUMAN_NUMBERS HUMAN_NUMBERS dataset
URLs_IMAGENETTE IMAGENETTE dataset
URLs_IMAGENETTE_160 IMAGENETTE_160 dataset
URLs_IMAGENETTE_320 IMAGENETTE_320 dataset
URLs_IMAGEWOOF IMAGEWOOF dataset
URLs_IMAGEWOOF_160 IMAGEWOOF_160 dataset
URLs_IMAGEWOOF_320 IMAGEWOOF_320 dataset
URLs_IMDB IMDB dataset
URLs_IMDB_SAMPLE IMDB_SAMPLE dataset
URLs_LSUN_BEDROOMS LSUN_BEDROOMS dataset
URLs_ML_SAMPLE ML_SAMPLE dataset
URLs_MNIST MNIST dataset
URLs_MNIST_SAMPLE MNIST_SAMPLE dataset
URLs_MNIST_TINY MNIST_TINY dataset
URLs_MNIST_VAR_SIZE_TINY MNIST_VAR_SIZE_TINY dataset
URLs_MOVIE_LENS_ML_100k MOVIE_LENS_ML_100k dataset
URLs_MT_ENG_FRA MT_ENG_FRA dataset
URLs_OPENAI_TRANSFORMER OPENAI_TRANSFORMER dataset
URLs_PASCAL_2007 PASCAL_2007 dataset
URLs_PASCAL_2012 PASCAL_2012 dataset
URLs_PETS PETS dataset
URLs_PLANET_SAMPLE PLANET_SAMPLE dataset
URLs_PLANET_TINY PLANET_TINY dataset
URLs_S3_COCO S3_COCO dataset
URLs_S3_IMAGE S3_IMAGE dataset
URLs_S3_IMAGELOC S3_IMAGELOC dataset
URLs_S3_MODEL S3_MODEL dataset
URLs_S3_NLP S3_NLP dataset
URLs_SIIM_SMALL SIIM_SMALL
URLs_SKIN_LESION SKIN_LESION dataset
URLs_SOGOU_NEWS SOGOU_NEWS dataset
URLs_SPEAKERS10 SPEAKERS10 dataset
URLs_SPEECHCOMMANDS SPEECHCOMMANDS dataset
URLs_WIKITEXT WIKITEXT dataset
URLs_WIKITEXT_TINY WIKITEXT_TINY dataset
URLs_WT103_BWD WT103_BWD dataset
URLs_WT103_FWD WT103_FWD dataset
URLs_YAHOO_ANSWERS YAHOO_ANSWERS dataset
URLs_YELP_REVIEWS YELP_REVIEWS dataset
URLs_YELP_REVIEWS_POLARITY YELP_REVIEWS_POLARITY dataset

-- V --

vgg11_bn Vgg11_bn
vgg13_bn Vgg13_bn
vgg16_bn Vgg16_bn
vgg19_bn Vgg19_bn
vision Vision module
vleaky_relu Vleaky_relu
Voice Voice

-- W --

wandb Wandb module
WandbCallback WandbCallback
Warp Warp
waterfall_plot Waterfall_plot
WeightDropout WeightDropout
WeightedDL WeightedDL
weight_decay Weight_decay
win_abdoment_soft Abdomen soft
win_brain Brain
win_brain_bone Brain bone
win_brain_soft Brain soft
win_liver Liver
win_lungs Lungs
win_mediastinum Mediastinum
win_spine_bone Spine bone
win_spine_soft Spine soft
win_stroke Stroke
win_subdural Subdural

-- X --

xla XLA
XResNet XResNet
xresnet101 Xresnet101
xresnet152 Xresnet152
xresnet18 Xresnet18
xresnet18_deep Xresnet18_deep
xresnet18_deeper Xresnet18_deeper
xresnet34 Xresnet34
xresnet34_deep Xresnet34_deep
xresnet34_deeper Xresnet34_deeper
xresnet50 Xresnet50
xresnet50_deep Xresnet50_deep
xresnet50_deeper Xresnet50_deeper
xresnext101 xresnext101
xresnext18 xresnext18
xresnext34 xresnext34
xresnext50 xresnext50
xsenet154 xsenet154
xse_resnet101 xse_resnet101
xse_resnet152 xse_resnet152
xse_resnet18 xse_resnet18
xse_resnet34 xse_resnet34
xse_resnet50 xse_resnet50
xse_resnext101 xse_resnext101
xse_resnext18 xse_resnext18
xse_resnext18_deep xse_resnext18_deep
xse_resnext18_deeper xse_resnext18_deeper
xse_resnext34 xse_resnext34
xse_resnext34_deep xse_resnext34_deep
xse_resnext34_deeper xse_resnext34_deeper
xse_resnext50 xse_resnext50
xse_resnext50_deep xse_resnext50_deep
xse_resnext50_deeper xse_resnext50_deeper

-- Z --

zoom Zoom
Zoom_ Zoom
zoom_mat Zoom_mat

-- misc --

!.fastai.torch_core.TensorMask Logical_not
!.torch.Tensor Logical_not
!=.fastai.torch_core.TensorMask Not equal
!=.torch.Tensor Not equal
%%.fastai.torch_core.TensorMask Floor mod
%%.torch.Tensor Floor mod
%/%.fastai.torch_core.TensorMask Floor divide
%/%.torch.Tensor Floor divide
%f% Fastai assignment
&.fastai.torch_core.TensorMask Logical_and
&.torch.Tensor Logical_and
*.fastai.torch_core.TensorMask Multiply
*.torch.Tensor Multiply
+.fastai.torch_core.TensorMask Add
+.torch.nn.modules.container.Sequential Add layers to Sequential
+.torch.Tensor Add
-.fastai.torch_core.TensorMask Sub
-.torch.Tensor Sub
/.fastai.torch_core.TensorMask Div
/.torch.Tensor Div
<.fastai.torch_core.TensorMask Less
<.torch.Tensor Less
<=.fastai.torch_core.TensorMask Less or equal
<=.torch.Tensor Less or equal
==.fastai.torch_core.TensorImage Equal
==.fastai.torch_core.TensorMask Equal
==.torch.Tensor Equal
>.fastai.torch_core.TensorMask Greater
>.torch.Tensor Greater
>=.fastai.torch_core.TensorMask Greater or equal
>=.torch.Tensor Greater or equal
^.fastai.torch_core.TensorMask Pow
^.torch.Tensor Pow
|.fastai.torch_core.TensorMask Logical_or
|.torch.Tensor Logical_or