GitHub - cauchyturing/Deconv_SAX: Representation Learning with Deconvolutional Networks for Multivariate Time Series

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Representation Learning with Deconvolutional Networks for Multivariate Time Series

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.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)