Transformer模型实现长期预测并可视化结果(附代码+数据集+原理介绍)
资源文件列表:

.idea/
.idea/.gitignore 50B
.idea/.name 11B
.idea/aws.xml 304B
.idea/inspectionProfiles/
.idea/inspectionProfiles/profiles_settings.xml 174B
.idea/inspectionProfiles/Project_Default.xml 1.34KB
.idea/misc.xml 288B
.idea/modules.xml 281B
.idea/Transformer.iml 327B
.idea/workspace.xml 12.38KB
__pycache__/
data/
data/ETTh1-Test.csv 48.39KB
data/ETTh1.csv 2.47MB
layers/
layers/__pycache__/
layers/__pycache__/Embedding.cpython-39.pyc 6.5KB
layers/__pycache__/Invertible.cpython-39.pyc 3.69KB
layers/__pycache__/Projection.cpython-39.pyc 1.2KB
layers/__pycache__/Transformer.cpython-39.pyc 1.92KB
layers/__pycache__/TransformerBlocks.cpython-39.pyc 5.26KB
layers/Embedding.py 4.83KB
layers/Invertible.py 3.22KB
layers/Projection.py 745B
layers/Transformer.py 2.43KB
layers/TransformerBlocks.py 5.2KB
main.py 12.02KB
models/
models/predict-Transformer-data-ETTh1/
models/predict-Transformer-data-ETTh1/model.pth 28.19MB
requirements.txt 1.24KB
results.png 64.04KB
results/
results/OT-ForecastResults.csv 15.06KB
util/
util/__pycache__/
util/__pycache__/data_factory.cpython-39.pyc 994B
util/__pycache__/data_loader.cpython-39.pyc 6.49KB
util/__pycache__/decomposition.cpython-39.pyc 2.18KB
util/__pycache__/timefeatures.cpython-39.pyc 5.18KB
util/__pycache__/tools.cpython-39.pyc 3.86KB
util/data_factory.py 1.19KB
util/data_loader.py 8.08KB
util/decomposition.py 1.52KB
util/masking.py 831B
util/metrics.py 361B
util/timefeatures.py 3.65KB
util/tools.py 3.59KB