Informer2020-main.zip
大小:115.86MB
评分:
5.0
上传者:java1314777
更新日期:2025-02-22
Informer模型实战案例(代码+数据集+参数讲解)
资源文件列表(大概)
文件名
大小
.idea/
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.idea/.gitignore
50B
.idea/aws.xml
304B
.idea/Informer2020-main.iml
482B
.idea/inspectionProfiles/
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.idea/inspectionProfiles/profiles_settings.xml
174B
.idea/inspectionProfiles/Project_Default.xml
1.27KB
.idea/misc.xml
185B
.idea/modules.xml
293B
.idea/workspace.xml
6.02KB
checkpoints/
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checkpoints/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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checkpoints/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/checkpoint.pth
62.77MB
checkpoints/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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checkpoints/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/checkpoint.pth
62.77MB
data/
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data/__init__.py
1B
data/__pycache__/
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data/__pycache__/__init__.cpython-39.pyc
153B
data/__pycache__/data_loader.cpython-39.pyc
8.79KB
data/data_loader.py
13.42KB
environment.yml
198B
ETTh1-Test.csv
38.37KB
ETTh1.csv
2.47MB
exp/
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exp/__init__.py
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exp/__pycache__/
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exp/__pycache__/__init__.cpython-39.pyc
152B
exp/__pycache__/exp_basic.cpython-39.pyc
1.54KB
exp/__pycache__/exp_informer.cpython-39.pyc
7.75KB
exp/exp_basic.py
875B
exp/exp_informer.py
10.83KB
forecsat.csv
265B
main_informer.py
7.26KB
models/
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models/__init__.py
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models/__pycache__/
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models/__pycache__/__init__.cpython-39.pyc
155B
models/__pycache__/attn.cpython-39.pyc
5.02KB
models/__pycache__/decoder.cpython-39.pyc
1.95KB
models/__pycache__/embed.cpython-39.pyc
5.04KB
models/__pycache__/encoder.cpython-39.pyc
3.49KB
models/__pycache__/model.cpython-39.pyc
4.78KB
models/attn.py
6.03KB
models/decoder.py
1.73KB
models/embed.py
4.04KB
models/encoder.py
3.47KB
models/model.py
7.05KB
results/
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results/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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results/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/metrics.npy
148B
results/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/pred.npy
12.13KB
results/informer_custom_ftMS_sl126_ll64_pl24_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/true.npy
12.13KB
results/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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results/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/metrics.npy
148B
results/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/pred.npy
2.13KB
results/informer_custom_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/true.npy
2.13KB
results/informer_Sum_ftM_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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results/informer_Sum_ftM_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/metrics.npy
148B
results/informer_Sum_ftM_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/pred.npy
27.13KB
results/informer_Sum_ftM_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/real_prediction.npy
176B
results/informer_Sum_ftM_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/true.npy
27.13KB
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/
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results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/metrics.npy
148B
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/pred.npy
9.13KB
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/real_prediction.npy
144B
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_0/true.npy
9.13KB
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_1/
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results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_1/metrics.npy
148B
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_1/pred.npy
2.13KB
results/informer_Sum_ftMS_sl126_ll64_pl4_dm512_nh8_el2_dl1_df2048_atprob_fc5_ebtimeF_dtTrue_mxTrue_test_1/true.npy
2.13KB
utils/
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utils/__init__.py
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utils/__pycache__/
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utils/__pycache__/__init__.cpython-39.pyc
154B
utils/__pycache__/masking.cpython-39.pyc
1.43KB
utils/__pycache__/metrics.cpython-39.pyc
1.42KB
utils/__pycache__/timefeatures.cpython-39.pyc
7.16KB
utils/__pycache__/tools.cpython-39.pyc
3.21KB
utils/masking.py
851B
utils/metrics.py
826B
utils/timefeatures.py
5.43KB
utils/tools.py
2.76KB