Sean Law – Medium

Sean Law
in
Towards Data Science

Part 12: Matrix Profiles For Machine Learning

Shapelet Discovery in STUMPY

10 min readMay 5, 2022

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Part 12: Matrix Profiles For Machine Learning

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Sean Law
in
Towards Data Science

Part 11: User-Guided Motif Search

Annotation Vectors With STUMPY

10 min readMay 5, 2022

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Part 11: User-Guided Motif Search

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Sean Law
in
Towards Data Science

Part 10: Discovering Multidimensional Time Series Motifs

Multidimensional Matrix Profiles with STUMPY

14 min readDec 31, 2020

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Part 10: Discovering Multidimensional Time Series Motifs

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2

Sean Law
in
Towards Data Science

Part 9: Time Series Consensus Motifs

Finding Conserved Structure in Time Series Sets

7 min readDec 5, 2020

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Part 9: Time Series Consensus Motifs

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Sean Law
in
Towards Data Science

Part 8: AB-Joins with STUMPY

Finding Conserved Patterns Across Two Time Series

6 min readNov 18, 2020

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2

Part 8: AB-Joins with STUMPY

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2

Sean Law
in
Towards Data Science

Part 7: Fast Pattern Searching with STUMPY

Finding Similar Subsequences for Known Patterns

9 min readSep 30, 2020

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Part 7: Fast Pattern Searching with STUMPY

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Sean Law

STUMPY

A Powerful and Scalable Python Library for Modern Time Series Analysis

2 min readJun 17, 2020

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STUMPY

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1

Sean Law
in
Towards Data Science

Part 6: Matrix Profiles for Streaming Time Series Data

Incrementally Update Your Matrix Profile with Online Data Using STUMPY

11 min readJun 17, 2020

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Part 6: Matrix Profiles for Streaming Time Series Data

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1

Sean Law
in
Towards Data Science

Part 5: Fast Approximate Matrix Profiles with STUMPY

Roughly Accurate Matrix Profiles Computed in a Fraction of the Time

8 min readJun 17, 2020

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Part 5: Fast Approximate Matrix Profiles with STUMPY

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Sean Law
in
Towards Data Science

Part 4: Semantic Segmentation

Identifying Change Points in Time Series Data with FLUSS and FLOSS

8 min readJun 16, 2020

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Part 4: Semantic Segmentation

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Sean Law

Sean Law

Principal Data Scientist at a Fortune 500 FinTech company. PyData Ann Arbor organizer. Creator of STUMPY for modern time series analysis. Twitter: @seanmylaw

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