certifi==2023.7.22
charset-normalizer==3.3.2
contourpy==1.2.0
cycler==0.12.1
Cython==3.0.5
einops==0.7.0
fonttools==4.44.0
idna==3.4
importlib-resources==6.1.1
joblib==1.3.2
kiwisolver==1.4.5
matplotlib==3.8.1
numpy==1.26.1
packaging==23.2
pandas==2.1.2
patsy==0.5.3
Pillow==10.1.0
pmdarima==2.0.4
pyparsing==3.1.1
python-dateutil==2.8.2
pytz==2023.3.post1
requests==2.31.0
scikit-learn==1.3.2
scipy==1.11.3
six==1.16.0
statsmodels==0.14.0
threadpoolctl==3.2.0
torch==1.12.1+cu113
torchaudio==0.12.1+cu113
torchvision==0.13.1+cu113
typing_extensions==4.8.0
tzdata==2023.3
urllib3==2.0.7
zipp==3.17.0
Transoformer.zip （38个子文件） 
layers 
TransformerBlocks.py 5KB Projection.py 745B Invertible.py 3KB Embedding.py 5KB Transformer.py 2KB __pycache__ Transformer.cpython-39.pyc 2KB Invertible.cpython-39.pyc 4KB Embedding.cpython-39.pyc 7KB Projection.cpython-39.pyc 1KB TransformerBlocks.cpython-39.pyc 5KB main.py 12KB data ETTh1-Test.csv 48KB ETTh1.csv 2.47MB .idea .name 11B Transformer.iml 327B workspace.xml 12KB misc.xml 288B inspectionProfiles Project_Default.xml 1KB profiles_settings.xml 174B modules.xml 281B .gitignore 50B aws.xml 304B
results.png 64KB
requirements.txt 1KB models predict-Transformer-data-ETTh1 model.pth 28.19MB __pycache__ util decomposition.py 2KB metrics.py 361B masking.py 831B data_loader.py 8KB timefeatures.py 4KB tools.py 4KB __pycache__ timefeatures.cpython-39.pyc 5KB tools.cpython-39.pyc 4KB decomposition.cpython-39.pyc 2KB data_loader.cpython-39.pyc 6KB data_factory.cpython-39.pyc 994B data_factory.py 1KB results OT-ForecastResults.csv 15KB资源评论
weixin_732570252024-04-19资源中能够借鉴的内容很多，值得学习的地方也很多，大家一起进步！
庄达源2024-07-04这个资源值得下载，资源内容详细全面，与描述一致，受益匪浅。
赚钱吃火锅2024-09-19资源很不错，内容和描述一致，值得借鉴，赶紧学起来！- qq_411469322024-11-15资源不错，内容挺好的，有一定的使用价值，值得借鉴，感谢分享。
- 2301_767926742024-06-25果断支持这个资源，资源解决了当前遇到的问题，给了新的灵感，感谢分享~
