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Functions1,009 in github.com/DAMO-DI-ML/NeurIPS2023-One-Fits-All

⨍ Functions 1,009◇ Types & classes 319
Method__getitem__
(self, index)
Long-term_Forecasting/data_provider/data_loader.py:191
Method__getitem__
(self, index)
Long-term_Forecasting/data_provider/data_loader.py:298
Method__getitem__
(self, index)
Long-term_Forecasting/data_provider/data_loader.py:403
Method__getitem__
(self, index)
Long-term_Forecasting/data_provider/data_loader.py:488
Method__getitem__
For a given integer index, returns the corresponding (seq_length, feat_dim) array and a noise mask of same shape Args: in
Classification/src/datasets/dataset.py:23
Method__getitem__
For a given integer index, returns the corresponding (seq_length, feat_dim) array and a noise mask of same shape Args: in
Classification/src/datasets/dataset.py:61
Method__getitem__
For a given integer index, returns the corresponding (seq_length, feat_dim) array and a noise mask of same shape Args: in
Classification/src/datasets/dataset.py:134
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:503
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:598
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:701
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:758
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:831
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:873
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:916
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:957
Method__getitem__
(self, index)
Short-term_Forecasting/data_provider/data_loader.py:1008
Method__getitem__
(self, ind)
Short-term_Forecasting/data_provider/data_loader.py:1136
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:503
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:598
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:701
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:758
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:831
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:873
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:916
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:957
Method__getitem__
(self, index)
Anomaly_Detection/data_provider/data_loader.py:1008
Method__getitem__
(self, ind)
Anomaly_Detection/data_provider/data_loader.py:1136
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:503
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:598
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:701
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:758
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:831
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:873
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:916
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:957
Method__getitem__
(self, index)
Imputation/data_provider/data_loader.py:1008
Method__getitem__
(self, ind)
Imputation/data_provider/data_loader.py:1136
Method__init__
(self, d_model, max_len=5000)
Zero-shot_Learning/embed.py:9
Method__init__
(self, c_in, d_model)
Zero-shot_Learning/embed.py:29
Method__init__
(self, c_in, d_model)
Zero-shot_Learning/embed.py:45
Method__init__
(self, d_model, embed_type='fixed', freq='h')
Zero-shot_Learning/embed.py:65
Method__init__
(self, d_model, embed_type='timeF', freq='h')
Zero-shot_Learning/embed.py:95
Method__init__
(self, c_in, d_model, embed_type='fixed', freq='h', dropout=0.1)
Zero-shot_Learning/embed.py:123
Method__init__
(self, c_in, d_model, embed_type='fixed', freq='h', dropout=0.1)
Zero-shot_Learning/embed.py:139
Method__init__
(self)
Zero-shot_Learning/main_test.py:228
Method__init__
(self)
Zero-shot_Learning/main_test.py:235
Method__init__
(self, B, L, device="cpu")
Zero-shot_Learning/utils/masking.py:5
Method__init__
(self, B, H, L, index, scores, device="cpu")
Zero-shot_Learning/utils/masking.py:16
Method__init__
(self, patience=7, verbose=False, delta=0)
Zero-shot_Learning/utils/tools.py:45
Method__init__
(self, mean, std)
Zero-shot_Learning/utils/tools.py:84
Method__init__
(self)
Zero-shot_Learning/utils/timefeatures.py:10
Method__init__
(self, patience=7, verbose=False, delta=0)
Zero-shot_Learning/utils/tools_tsf.py:34
Method__init__
(self, mean, std)
Zero-shot_Learning/utils/tools_tsf.py:73
Method__init__
(self, ich=1, k=8, alpha=16, c=128, nCZ=1, L=0, base='legendre', attention_dropout=0.1)
Zero-shot_Learning/layers/MultiWaveletCorrelation.py:206
Method__init__
(self, in_channels, out_channels, seq_len_q, seq_len_kv, modes, c=64, k=8, ich=512,
Zero-shot_Learning/layers/MultiWaveletCorrelation.py:247
Method__init__
(self, in_channels, out_channels, seq_len_q, seq_len_kv, modes=16, activation='tanh', mode_se
Zero-shot_Learning/layers/MultiWaveletCorrelation.py:395
Method__init__
(self, k, alpha, c=1, nl=1, initializer=None,
Zero-shot_Learning/layers/MultiWaveletCorrelation.py:459
Method__init__
(self, channels)
Zero-shot_Learning/layers/Autoformer_EncDec.py:10
Method__init__
(self, kernel_size, stride)
Zero-shot_Learning/layers/Autoformer_EncDec.py:24
Method__init__
(self, kernel_size)
Zero-shot_Learning/layers/Autoformer_EncDec.py:43
Method__init__
(self, attention, d_model, d_ff=None, moving_avg=25, dropout=0.1, activation="relu")
Zero-shot_Learning/layers/Autoformer_EncDec.py:57
Method__init__
(self, self_attention, cross_attention, d_model, c_out, d_ff=None, moving_avg=25, dropout=0.1
Zero-shot_Learning/layers/Autoformer_EncDec.py:116
Method__init__
(self, layers, norm_layer=None, projection=None)
Zero-shot_Learning/layers/Autoformer_EncDec.py:157
Method__init__
(self, in_channels, out_channels, num_kernels=6, init_weight=True)
Zero-shot_Learning/layers/Conv_Blocks.py:34
Method__init__
(self, d_model, max_len=5000)
Zero-shot_Learning/layers/Embed.py:9
Method__init__
(self, c_in, d_model)
Zero-shot_Learning/layers/Embed.py:30
Method__init__
(self, c_in, d_model)
Zero-shot_Learning/layers/Embed.py:47
Method__init__
(self, d_model, embed_type='fixed', freq='h')
Zero-shot_Learning/layers/Embed.py:68
Method__init__
(self, d_model, embed_type='timeF', freq='h')
Zero-shot_Learning/layers/Embed.py:98
Method__init__
(self, c_in, d_model, embed_type='fixed', freq='h', dropout=0.1)
Zero-shot_Learning/layers/Embed.py:131
Method__init__
(self, d_model, patch_len, stride, padding, dropout)
Zero-shot_Learning/layers/Embed.py:150
Method__init__
(self, in_channels, out_channels, seq_len_q, seq_len_kv, modes=64, mode_select_method='random',
Zero-shot_Learning/layers/FourierCorrelation.py:66
Method__init__
(self, mask_flag=True, factor=5, scale=None, attention_dropout=0.1, output_attention=False)
Zero-shot_Learning/layers/SelfAttention_Family.py:49
Method__init__
(self, mask_flag=True, factor=5, scale=None, attention_dropout=0.1, output_attention=False)
Zero-shot_Learning/layers/SelfAttention_Family.py:79
Method__init__
(self, attention, d_model, n_heads, d_keys=None, d_values=None)
Zero-shot_Learning/layers/SelfAttention_Family.py:180
Method__init__
(self, attention, d_model, n_heads, d_keys=None, d_values=None, causal=False, bucket_size=4,
Zero-shot_Learning/layers/SelfAttention_Family.py:217
Method__init__
(self, configs, seg_num, factor, d_model, n_heads, d_ff=None, dropout=0.1)
Zero-shot_Learning/layers/SelfAttention_Family.py:252
Method__init__
(self, sigma)
Zero-shot_Learning/layers/ETSformer_EncDec.py:11
Method__init__
(self, dim, nhead, dropout=0.1, aux=False)
Zero-shot_Learning/layers/ETSformer_EncDec.py:48
Method__init__
(self, d_model, dim_feedforward, dropout=0.1, activation='sigmoid')
Zero-shot_Learning/layers/ETSformer_EncDec.py:89
Method__init__
(self, d_model, nhead, d_head=None, dropout=0.1)
Zero-shot_Learning/layers/ETSformer_EncDec.py:105
Method__init__
(self, d_model, pred_len, k=None, low_freq=1)
Zero-shot_Learning/layers/ETSformer_EncDec.py:135
Method__init__
(self, d_model, c_out, dropout=0.1)
Zero-shot_Learning/layers/ETSformer_EncDec.py:184
Method__init__
(self, d_model, nhead, c_out, seq_len, pred_len, k, dim_feedforward=None, dropout=0.1, activa
Zero-shot_Learning/layers/ETSformer_EncDec.py:207
Method__init__
(self, pred_len, nhead, dropout=0.1)
Zero-shot_Learning/layers/ETSformer_EncDec.py:268
Method__init__
(self, d_model, nhead, c_out, pred_len, dropout=0.1)
Zero-shot_Learning/layers/ETSformer_EncDec.py:294
Method__init__
(self, layers)
Zero-shot_Learning/layers/ETSformer_EncDec.py:314
Method__init__
(self, c_in)
Zero-shot_Learning/layers/Transformer_EncDec.py:7
Method__init__
(self, attention, d_model, d_ff=None, dropout=0.1, activation="relu")
Zero-shot_Learning/layers/Transformer_EncDec.py:28
Method__init__
(self, self_attention, cross_attention, d_model, d_ff=None, dropout=0.1, activation="relu")
Zero-shot_Learning/layers/Transformer_EncDec.py:84
Method__init__
(self, layers, norm_layer=None, projection=None)
Zero-shot_Learning/layers/Transformer_EncDec.py:120
Method__init__
(self, correlation, d_model, n_heads, d_keys=None, d_values=None)
Zero-shot_Learning/layers/AutoCorrelation.py:132
Method__init__
(self, root_path, flag='train', size=None, features='S', data_path='ETTh1.csv',
Zero-shot_Learning/data_provider/data_loader.py:16
Method__init__
(self, root_path, flag='train', size=None, features='S', data_path='ETTm1.csv',
Zero-shot_Learning/data_provider/data_loader.py:115
Method__init__
(self, root_path, flag='train', size=None, features='S', data_path='ETTh1.csv',
Zero-shot_Learning/data_provider/data_loader.py:212
Method__init__
(self, root_path, flag='pred', size=None, features='S', data_path='ETTh1.csv',
Zero-shot_Learning/data_provider/data_loader.py:322
Method__init__
(self, root_path, flag='train', size=None, features='S', data_path=None, tar
Zero-shot_Learning/data_provider/data_loader.py:429
Method__init__
(self, configs, device)
Zero-shot_Learning/models/GPT4TS.py:14
Method__init__
(self, d_model, max_len=5000)
Few-shot_Learning/embed.py:9
Method__init__
(self, c_in, d_model)
Few-shot_Learning/embed.py:29
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