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github.com/DAMO-DI-ML/NeurIPS2023-One-Fits-All
/ functions
Functions
1,009 in github.com/DAMO-DI-ML/NeurIPS2023-One-Fits-All
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Functions
1,009
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Types & classes
319
↓ 1 callers
Method
train
(self)
Short-term_Forecasting/exp/exp_basic.py:51
↓ 1 callers
Method
train
(self)
Anomaly_Detection/exp/exp_basic.py:51
↓ 1 callers
Method
train
(self, setting)
Anomaly_Detection/exp/exp_anomaly_detection.py:63
↓ 1 callers
Method
train
(self, setting)
Imputation/exp/exp_imputation.py:69
↓ 1 callers
Method
train_epoch
(self, epoch_num=None)
Classification/src/running.py:251
↓ 1 callers
Function
transduct_mask
Creates a boolean mask of the same shape as X, with 0s at places where a feature should be masked. Args: X: (seq_length, feat_dim) nu
Classification/src/datasets/dataset.py:154
↓ 1 callers
Function
uniform_scaling
This is a function to scale the time series uniformly :param data: :param max_len: :return:
Classification/src/datasets/utils.py:32
↓ 1 callers
Function
vali
(model, vali_data, vali_loader, criterion, args, device, itr)
Few-shot_Learning/utils/tools.py:251
↓ 1 callers
Function
vali
(model, vali_data, vali_loader, criterion, args, device, itr)
Long-term_Forecasting/utils/tools.py:251
↓ 1 callers
Method
vali
(self, train_loader, vali_loader, criterion)
Short-term_Forecasting/exp/exp_short_term_forecasting.py:129
↓ 1 callers
Function
visual
Results visualization
Short-term_Forecasting/utils/tools.py:79
↓ 1 callers
Function
visual
Results visualization
Imputation/utils/tools.py:79
↓ 1 callers
Method
wavelet_transform
(self, x)
Zero-shot_Learning/layers/MultiWaveletCorrelation.py:568
Function
CORR
(pred, true)
Zero-shot_Learning/utils/metrics.py:8
Function
CORR
(pred, true)
Few-shot_Learning/utils/metrics.py:8
Function
CORR
(pred, true)
Long-term_Forecasting/utils/metrics.py:8
Function
CORR
(pred, true)
Short-term_Forecasting/utils/metrics.py:8
Function
CORR
(pred, true)
Anomaly_Detection/utils/metrics.py:8
Function
CORR
(pred, true)
Imputation/utils/metrics.py:8
Function
MASE
(x, freq, pred, true)
Zero-shot_Learning/utils/tools.py:291
Function
MASE
(x, freq, pred, true)
Few-shot_Learning/utils/tools.py:286
Function
MASE
(x, freq, pred, true)
Long-term_Forecasting/utils/tools.py:286
Function
RSE
(pred, true)
Zero-shot_Learning/utils/metrics.py:4
Function
RSE
(pred, true)
Few-shot_Learning/utils/metrics.py:4
Function
RSE
(pred, true)
Long-term_Forecasting/utils/metrics.py:4
Function
RSE
(pred, true)
Short-term_Forecasting/utils/metrics.py:4
Function
RSE
(pred, true)
Anomaly_Detection/utils/metrics.py:4
Function
RSE
(pred, true)
Imputation/utils/metrics.py:4
Method
__call__
(self, val_loss, model, path)
Zero-shot_Learning/utils/tools.py:54
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Zero-shot_Learning/utils/timefeatures.py:72
Method
__call__
(self, val_loss, model, path)
Zero-shot_Learning/utils/tools_tsf.py:43
Method
__call__
(self, val_loss, model, path)
Few-shot_Learning/utils/tools.py:53
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Few-shot_Learning/utils/timefeatures.py:72
Method
__call__
(self, val_loss, model, path)
Long-term_Forecasting/utils/tools.py:53
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Long-term_Forecasting/utils/timefeatures.py:72
Method
__call__
(self, val_loss, model, path)
Short-term_Forecasting/utils/tools.py:38
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Short-term_Forecasting/utils/timefeatures.py:72
Method
__call__
(self, val_loss, model, path)
Anomaly_Detection/utils/tools.py:38
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Anomaly_Detection/utils/timefeatures.py:72
Method
__call__
(self, val_loss, model, path)
Imputation/utils/tools.py:38
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:13
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:23
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:30
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:37
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:44
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:51
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:58
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:65
Method
__call__
(self, index: pd.DatetimeIndex)
Imputation/utils/timefeatures.py:72
Method
__getitem__
(self, index)
Zero-shot_Learning/data_provider/data_loader.py:94
Method
__getitem__
(self, index)
Zero-shot_Learning/data_provider/data_loader.py:191
Method
__getitem__
(self, index)
Zero-shot_Learning/data_provider/data_loader.py:300
Method
__getitem__
(self, index)
Zero-shot_Learning/data_provider/data_loader.py:405
Method
__getitem__
(self, index)
Zero-shot_Learning/data_provider/data_loader.py:490
Method
__getitem__
(self, index)
Few-shot_Learning/data_provider/data_loader.py:94
Method
__getitem__
(self, index)
Few-shot_Learning/data_provider/data_loader.py:191
Method
__getitem__
(self, index)
Few-shot_Learning/data_provider/data_loader.py:298
Method
__getitem__
(self, index)
Few-shot_Learning/data_provider/data_loader.py:403
Method
__getitem__
(self, index)
Few-shot_Learning/data_provider/data_loader.py:488
Method
__getitem__
(self, index)
Long-term_Forecasting/data_provider/data_loader.py:94
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