时间序列预测实战(十九)魔改Informer模型进行滚动长期预测(科研版本,结果可视化)
资源文件列表:

model/.idea/
model/.idea/.gitignore 184B
model/.idea/inspectionProfiles/
model/.idea/inspectionProfiles/profiles_settings.xml 174B
model/.idea/inspectionProfiles/Project_Default.xml 886B
model/.idea/misc.xml 288B
model/.idea/model.iml 488B
model/.idea/modules.xml 269B
model/.idea/workspace.xml 6.63KB
model/__pycache__/
model/checkpoints/
model/data/
model/data/.ipynb_checkpoints/
model/data/.ipynb_checkpoints/data_loader-checkpoint.py 13.52KB
model/data/.ipynb_checkpoints/MSST2trainData-checkpoint.csv 455.11KB
model/data/.ipynb_checkpoints/T1testData-checkpoint.csv 189.15KB
model/data/.ipynb_checkpoints/T1trainData-checkpoint.csv 560.76KB
model/data/__init__.py 1B
model/data/__pycache__/
model/data/__pycache__/__init__.cpython-38.pyc 115B
model/data/__pycache__/__init__.cpython-39.pyc 152B
model/data/__pycache__/data_loader.cpython-38.pyc 8.88KB
model/data/__pycache__/data_loader.cpython-39.pyc 8.82KB
model/data/data_loader.py 13.47KB
model/environment.yml 198B
model/ETTh1.csv 2.47MB
model/ETTh1-Test.csv 38.37KB
model/exp/
model/exp/.ipynb_checkpoints/
model/exp/.ipynb_checkpoints/exp_informer (4)-checkpoint.py 15.96KB
model/exp/.ipynb_checkpoints/exp_informer-checkpoint.py 15.98KB
model/exp/__init__.py
model/exp/__pycache__/
model/exp/__pycache__/__init__.cpython-38.pyc 114B
model/exp/__pycache__/__init__.cpython-39.pyc 151B
model/exp/__pycache__/exp_basic.cpython-38.pyc 1.5KB
model/exp/__pycache__/exp_basic.cpython-39.pyc 1.54KB
model/exp/__pycache__/exp_informer.cpython-38.pyc 8.7KB
model/exp/__pycache__/exp_informer.cpython-39.pyc 10.01KB
model/exp/exp_basic.py 875B
model/exp/exp_informer.py 15.3KB
model/layers/
model/layers/__init__.py
model/layers/__pycache__/
model/layers/__pycache__/__init__.cpython-39.pyc 154B
model/layers/__pycache__/AutoCorrelation.cpython-39.pyc 5.36KB
model/layers/__pycache__/Autoformer_EncDec.cpython-39.pyc 6.85KB
model/layers/__pycache__/Conv_Blocks.cpython-39.pyc 2.41KB
model/layers/__pycache__/Crossformer_EncDec.cpython-39.pyc 4.38KB
model/layers/__pycache__/Embed.cpython-39.pyc 7.26KB
model/layers/__pycache__/Embedding.cpython-39.pyc 6.5KB
model/layers/__pycache__/ETSformer_EncDec.cpython-39.pyc 11.86KB
model/layers/__pycache__/FourierCorrelation.cpython-39.pyc 4.89KB
model/layers/__pycache__/Invertible.cpython-39.pyc 3.68KB
model/layers/__pycache__/MultiWaveletCorrelation.cpython-39.pyc 18.06KB
model/layers/__pycache__/Projection.cpython-39.pyc 1.19KB
model/layers/__pycache__/Pyraformer_EncDec.cpython-39.pyc 6.66KB
model/layers/__pycache__/SelfAttention_Family.cpython-39.pyc 8.88KB
model/layers/__pycache__/Transformer_EncDec.cpython-39.pyc 4.48KB
model/layers/__pycache__/TransformerBlocks.cpython-39.pyc 5.26KB
model/layers/AutoCorrelation.py 6.29KB
model/layers/Autoformer_EncDec.py 6.67KB
model/layers/Conv_Blocks.py 2.31KB
model/layers/Crossformer_EncDec.py 4.23KB
model/layers/Embed.py 6.85KB
model/layers/Embedding.py 4.83KB
model/layers/ETSformer_EncDec.py 11.13KB
model/layers/FourierCorrelation.py 7.17KB
model/layers/Invertible.py 3.22KB
model/layers/MultiWaveletCorrelation.py 22.5KB
model/layers/Projection.py 745B
model/layers/Pyraformer_EncDec.py 7.26KB
model/layers/SelfAttention_Family.py 11.78KB
model/layers/Transformer_EncDec.py 4.81KB
model/layers/TransformerBlocks.py 5.2KB
model/main_informer.py 7.62KB
model/models/
model/models/__init__.py
model/models/__pycache__/
model/models/__pycache__/__init__.cpython-39.pyc 154B
model/models/__pycache__/attn.cpython-38.pyc 5KB
model/models/__pycache__/attn.cpython-39.pyc 5.02KB
model/models/__pycache__/Autoformer.cpython-39.pyc 4.3KB
model/models/__pycache__/Crossformer.cpython-39.pyc 4.46KB
model/models/__pycache__/decoder.cpython-38.pyc 1.93KB
model/models/__pycache__/decoder.cpython-39.pyc 1.95KB
model/models/__pycache__/DLinear.cpython-39.pyc 3.21KB
model/models/__pycache__/embed.cpython-38.pyc 5.02KB
model/models/__pycache__/embed.cpython-39.pyc 5.04KB
model/models/__pycache__/encoder.cpython-38.pyc 3.46KB
model/models/__pycache__/encoder.cpython-39.pyc 3.49KB
model/models/__pycache__/ETSformer.cpython-39.pyc 3.63KB
model/models/__pycache__/FEDformer.cpython-39.pyc 5.04KB
model/models/__pycache__/FiLM.cpython-39.pyc 8.95KB
model/models/__pycache__/Informer.cpython-39.pyc 5.67KB
model/models/__pycache__/iTransformer.cpython-39.pyc 3.96KB
model/models/__pycache__/LightTS.cpython-39.pyc 4.23KB
model/models/__pycache__/MICN.cpython-39.pyc 7KB
model/models/__pycache__/model.cpython-38.pyc 4.81KB
model/models/__pycache__/model.cpython-39.pyc 4.65KB
model/models/__pycache__/Nonstationary_Transformer.cpython-39.pyc 6.11KB
model/models/__pycache__/PatchTST.cpython-39.pyc 5.21KB
model/models/__pycache__/Pyraformer.cpython-39.pyc 3.17KB
model/models/__pycache__/Reformer.cpython-39.pyc 3.75KB
model/models/__pycache__/TiDE.cpython-39.pyc 5.44KB
model/models/__pycache__/TimesNet.cpython-39.pyc 5.65KB
model/models/__pycache__/Transformer.cpython-39.pyc 3.75KB
model/models/attn.py 6.03KB
model/models/Autoformer.py 6.7KB
model/models/Crossformer.py 6.21KB
model/models/decoder.py 1.73KB
model/models/DLinear.py 4.48KB
model/models/embed.py 4.04KB
model/models/encoder.py 3.47KB
model/models/ETSformer.py 4.49KB
model/models/FEDformer.py 8.25KB
model/models/FiLM.py 11.39KB
model/models/Informer.py 7.27KB
model/models/iTransformer.py 5.67KB
model/models/LightTS.py 5.21KB
model/models/MICN.py 9.67KB
model/models/model.py 6.97KB
model/models/Nonstationary_Transformer.py 9.57KB
model/models/PatchTST.py 8.54KB
model/models/Pyraformer.py 4.12KB
model/models/Reformer.py 4.97KB
model/models/TiDE.py 6.86KB
model/models/TimesNet.py 8.48KB
model/models/Transformer.py 5.5KB
model/myplot.png 59.13KB
model/utils/
model/utils/__init__.py
model/utils/__pycache__/
model/utils/__pycache__/__init__.cpython-38.pyc 116B
model/utils/__pycache__/__init__.cpython-39.pyc 153B
model/utils/__pycache__/masking.cpython-38.pyc 1.38KB
model/utils/__pycache__/masking.cpython-39.pyc 1.43KB
model/utils/__pycache__/metrics.cpython-38.pyc 1.38KB
model/utils/__pycache__/metrics.cpython-39.pyc 1.42KB
model/utils/__pycache__/timefeatures.cpython-38.pyc 7.11KB
model/utils/__pycache__/timefeatures.cpython-39.pyc 7.16KB
model/utils/__pycache__/tools.cpython-38.pyc 3.18KB
model/utils/__pycache__/tools.cpython-39.pyc 3.21KB
model/utils/masking.py 851B
model/utils/metrics.py 826B
model/utils/timefeatures.py 5.43KB
model/utils/tools.py 2.76KB