Longest Common Subsequence
LB_Keogh
Canonical Time Warping
sDTW multi path matching
Longest Common Subsequence with a custom distance metric
Longest Common Subsequence with a custom distance metric
Dynamic Time Warping
Soft Dynamic Time Warping
DTW computation with a custom distance metric
DTW computation with a custom distance metric
Nearest Neighbors¶k-NN search
Nearest neighbors
Hyper-parameter tuning of a Pipeline with KNeighborsTimeSeriesClassifier
Hyper-parameter tuning of a Pipeline with KNeighborsTimeSeriesClassifier
1-NN with SAX + MINDIST
Clustering and Barycenters¶KShape
Kernel k-means
Barycenters
Soft-DTW weighted barycenters
k-means
Classification¶SVM and GAK
Learning Shapelets
Early Classification
Aligning discovered shapelets with timeseries
Aligning discovered shapelets with timeseries
Learning Shapelets: decision boundaries in 2D distance space
Learning Shapelets: decision boundaries in 2D distance space
Automatic differentiation¶Soft-DTW loss for PyTorch neural network
Soft-DTW loss for PyTorch neural network
Miscellaneous¶Model Persistence
PAA and SAX features
Matrix Profile
Distance and Matrix Profiles
Download all examples in Python source code: auto_examples_python.zip
Download all examples in Jupyter notebooks: auto_examples_jupyter.zip
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