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Representation Learning with Deconvolutional Networks for Multivariate Time Series

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.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
Conv SAX.xlsx
Conv SAX.xlsx
 
 
ConvSAX_spearmint.py
ConvSAX_spearmint.py
 
 
ConvSAX_spearmint.pyc
ConvSAX_spearmint.pyc
 
 
Readme.txt
Readme.txt
 
 
SAX_classification.py
SAX_classification.py
 
 
bop.py
bop.py
 
 
bop.pyc
bop.pyc
 
 
config.json
config.json
 
 
draw_feature_test_ECG_MTS.npz
draw_feature_test_ECG_MTS.npz
 
 
draw_feature_test_wafer_MTS.npz
draw_feature_test_wafer_MTS.npz
 
 
draw_feature_train_ECG_MTS.npz
draw_feature_train_ECG_MTS.npz
 
 
draw_feature_train_wafer_MTS.npz
draw_feature_train_wafer_MTS.npz
 
 
feature_test_ECG_MTS.npz
feature_test_ECG_MTS.npz
 
 
feature_test_wafer_MTS.npz
feature_test_wafer_MTS.npz
 
 
feature_train_ECG_MTS.npz
feature_train_ECG_MTS.npz
 
 
feature_train_wafer_MTS.npz
feature_train_wafer_MTS.npz
 
 
normal_cutoff.py
normal_cutoff.py
 
 
normal_cutoff.pyc
normal_cutoff.pyc
 
 
readdata.py
readdata.py
 
 
utils.py
utils.py
 
 
utils.pyc
utils.pyc
 
 

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Code for the paper 

"Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization" (Submitted to Neural Computing Journal)

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Representation Learning with Deconvolutional Networks for Multivariate Time Series

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