Functions — github.com/YyzHarry/imbalanced-regression

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Functions270 in github.com/YyzHarry/imbalanced-regression

⨍ Functions 270◇ Types & classes 47

↓ 1 callersFunctionget_meta

(mat_path, db)

imdb-wiki-dir/data/create_imdb_wiki.py:19

↓ 1 callersMethodget_metric

(self, reset=False, type=None)

sts-b-dir/util.py:128

↓ 1 callersFunctionget_tasks

Load tasks

sts-b-dir/preprocess.py:63

↓ 1 callersMethodget_transform

(self)

agedb-dir/datasets.py:38

↓ 1 callersMethodget_transform

(self)

imdb-wiki-dir/datasets.py:38

↓ 1 callersFunctionget_vocab

Build vocabulary

sts-b-dir/preprocess.py:99

↓ 1 callersFunctionget_words

Get all words for all tasks for all splits for all sentences Return dictionary mapping words to frequencies.

sts-b-dir/preprocess.py:74

↓ 1 callersMethodload_data

sts-b-dir/tasks.py:89

↓ 1 callersFunctionmain

()

agedb-dir/train.py:112

↓ 1 callersFunctionmain

()

agedb-dir/data/create_agedb.py:14

↓ 1 callersFunctionmain

(arguments)

sts-b-dir/train.py:18

↓ 1 callersFunctionmain

()

imdb-wiki-dir/train.py:112

↓ 1 callersFunctionmain

()

nyud2-dir/train.py:66

↓ 1 callersFunctionmain

()

nyud2-dir/test.py:14

↓ 1 callersFunctionmake_balanced_testset

(db="agedb", max_size=30, seed=666, verbose=True, vis=True, save=False)

agedb-dir/data/preprocess_agedb.py:20

↓ 1 callersFunctionmake_balanced_testset

(db="imdb_wiki", max_size=150, seed=666, verbose=True, vis=True, save=False)

imdb-wiki-dir/data/preprocess_imdb_wiki.py:20

↓ 1 callersFunctionmaxOfTwo

(x, y)

nyud2-dir/util.py:11

↓ 1 callersFunctionnValid

(x)

nyud2-dir/util.py:17

↓ 1 callersMethodnormalize

Normalize a tensor image with mean and standard deviation. See ``Normalize`` for more details. Args: tensor (Tensor): Tens

nyud2-dir/nyu_transform.py:333

↓ 1 callersFunctionprepare_folders

(args)

agedb-dir/utils.py:67

↓ 1 callersFunctionprepare_folders

(args)

imdb-wiki-dir/utils.py:67

↓ 1 callersFunctionprocess_task

Convert a task's splits into AllenNLP fields then Index the splits using the given vocab (experiment dependent)

sts-b-dir/preprocess.py:127

↓ 1 callersFunctionquery_yes_no

Ask a yes/no question via input() and return their answer.

agedb-dir/utils.py:51

↓ 1 callersFunctionquery_yes_no

Ask a yes/no question via input() and return their answer.

sts-b-dir/util.py:48

↓ 1 callersFunctionquery_yes_no

Ask a yes/no question via input() and return their answer.

imdb-wiki-dir/utils.py:51

↓ 1 callersFunctionquery_yes_no

Ask a yes/no question via input() and return their answer.

nyud2-dir/util.py:136

↓ 1 callersMethodreset

(self)

agedb-dir/utils.py:16

↓ 1 callersMethodreset

(self)

sts-b-dir/util.py:169

↓ 1 callersMethodreset

(self)

imdb-wiki-dir/utils.py:16

↓ 1 callersMethodreset

(self)

nyud2-dir/train.py:241

↓ 1 callersFunctionresnet50

(**kwargs)

agedb-dir/resnet.py:156

↓ 1 callersFunctionresnet50

(**kwargs)

imdb-wiki-dir/resnet.py:156

↓ 1 callersFunctionsave_checkpoint

(args, state, is_best, prefix='')

agedb-dir/utils.py:89

↓ 1 callersFunctionsave_checkpoint

(args, state, is_best, prefix='')

imdb-wiki-dir/utils.py:89

↓ 1 callersFunctionsetNanToZero

(input, target)

nyud2-dir/util.py:23

↓ 1 callersFunctionshot_metrics

(preds, labels, train_labels, many_shot_thr=100, low_shot_thr=20)

agedb-dir/train.py:338

↓ 1 callersFunctionshot_metrics

(preds, labels, train_labels, many_shot_thr=100, low_shot_thr=20)

imdb-wiki-dir/train.py:338

↓ 1 callersMethodsmooth

(self, features, labels, epoch)

agedb-dir/fds.py:115

↓ 1 callersMethodsmooth

(self, features, labels, epoch)

sts-b-dir/fds.py:128

↓ 1 callersMethodsmooth

(self, features, labels, epoch)

imdb-wiki-dir/fds.py:115

↓ 1 callersMethodsmooth

(self, features, labels, epoch)

nyud2-dir/models/fds.py:129

↓ 1 callersFunctiontrain

(train_loader, model, optimizer, epoch)

agedb-dir/train.py:234

↓ 1 callersFunctiontrain

(train_loader, model, optimizer, epoch)

imdb-wiki-dir/train.py:234

↓ 1 callersFunctiontrain

(train_loader, train_fds_loader, model, optimizer, epoch, writer)

nyud2-dir/train.py:181

↓ 1 callersMethodupdate_last_epoch_stats

(self, epoch)

agedb-dir/fds.py:78

↓ 1 callersMethodupdate_last_epoch_stats

(self, epoch)

sts-b-dir/fds.py:83

↓ 1 callersMethodupdate_last_epoch_stats

(self, epoch)

imdb-wiki-dir/fds.py:78

↓ 1 callersMethodupdate_last_epoch_stats

(self, epoch)

nyud2-dir/models/fds.py:82

↓ 1 callersMethodupdate_running_stats

(self, features, labels, epoch)

agedb-dir/fds.py:84

↓ 1 callersMethodupdate_running_stats

(self, features, labels, epoch)

sts-b-dir/fds.py:89

↓ 1 callersMethodupdate_running_stats

(self, features, labels, epoch)

imdb-wiki-dir/fds.py:84

↓ 1 callersMethodupdate_running_stats

(self, features, labels, epoch)

nyud2-dir/models/fds.py:98

↓ 1 callersFunctionvisualize_dataset

(db="agedb")

agedb-dir/data/preprocess_agedb.py:9

↓ 1 callersFunctionvisualize_dataset

(db="imdb_wiki")

imdb-wiki-dir/data/preprocess_imdb_wiki.py:9

Method__call__

(self, pred, label)

sts-b-dir/util.py:123

Method__call__

(self, output, depth)

nyud2-dir/util.py:47

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:38

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:57

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:86

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:123

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:159

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:223

Method__call__

(self, img)

nyud2-dir/nyu_transform.py:241

Method__call__

(self, img)

nyud2-dir/nyu_transform.py:254

Method__call__

(self, img)

nyud2-dir/nyu_transform.py:265

Method__call__

(self, img)

nyud2-dir/nyu_transform.py:277

Method__call__

(self, sample)

nyud2-dir/nyu_transform.py:291

Method__call__

Args: tensor (Tensor): Tensor image of size (C, H, W) to be normalized. Returns: Tensor: Normalized image.

nyud2-dir/nyu_transform.py:320

Method__getitem__

(self, index)

agedb-dir/datasets.py:27

Method__getitem__

(self, index)

imdb-wiki-dir/datasets.py:27

Method__getitem__

(self, idx)

nyud2-dir/loaddata.py:69

Method__init__

(self, name, fmt=':f')

agedb-dir/utils.py:11

Method__init__

(self, num_batches, meters, prefix="")

agedb-dir/utils.py:34

Method__init__

(self, df, data_dir, img_size, split='train', reweight='none', lds=False, lds_kernel='gaussia

agedb-dir/datasets.py:15

Method__init__

(self, inplanes, planes, stride=1, downsample=None)

agedb-dir/resnet.py:17

Method__init__

(self, inplanes, planes, stride=1, downsample=None)

agedb-dir/resnet.py:44

Method__init__

(self, feature_dim, bucket_num=100, bucket_start=3, start_update=0, start_smooth=1, kernel='g

agedb-dir/fds.py:16

Method__init__

(self, vocab, text_field_embedder, num_highway_layers, phrase_layer, dropout=0.2, mask_lstms=

sts-b-dir/models.py:117

Method__init__

sts-b-dir/tasks.py:79

Method__init__

(self, metric)

sts-b-dir/util.py:102

Method__init__

(self, model, iterator, patience=2, max_vals=50, serialization_dir=None, cuda_device=-1,

sts-b-dir/trainer.py:29

Method__init__

(self, feature_dim, bucket_num=50, bucket_start=0, start_update=0, start_smooth=1, kernel='ga

sts-b-dir/fds.py:12

Method__init__

(self, label: Union[float, int], label_namespace: str = 'labels')

sts-b-dir/allennlp_mods/numeric_field.py:41

Method__init__

(self, name, fmt=':f')

imdb-wiki-dir/utils.py:11

Method__init__

(self, num_batches, meters, prefix="")

imdb-wiki-dir/utils.py:34

Method__init__

(self, df, data_dir, img_size, split='train', reweight='none', lds=False, lds_kernel='gaussia

imdb-wiki-dir/datasets.py:15

Method__init__

(self, inplanes, planes, stride=1, downsample=None)

imdb-wiki-dir/resnet.py:17

Method__init__

(self, inplanes, planes, stride=1, downsample=None)

imdb-wiki-dir/resnet.py:44

Method__init__

(self, feature_dim, bucket_num=100, bucket_start=0, start_update=0, start_smooth=1, kernel='g

imdb-wiki-dir/fds.py:16

Method__init__

(self)

nyud2-dir/train.py:238

Method__init__

(self, data_dir, csv_file, mask_file=None, transform=None, args=None)

nyud2-dir/loaddata.py:22

(self, angle, diff_angle=0, order=2, reshape=False)

nyud2-dir/nyu_transform.py:33

Method__init__

(self, size)

nyud2-dir/nyu_transform.py:83

Method__init__

(self, size_image, size_depth)

nyud2-dir/nyu_transform.py:119

Method__init__

(self,is_test=False)

nyud2-dir/nyu_transform.py:156

Method__init__

(self, alphastd, eigval, eigvec)

nyud2-dir/nyu_transform.py:218

Method__init__

(self, var)

nyud2-dir/nyu_transform.py:251

Method__init__

(self, var)

nyud2-dir/nyu_transform.py:262

Method__init__

(self, var)

nyud2-dir/nyu_transform.py:274

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