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PETSC

Pattern-based Embedding for Time Series Classification (PETSC).

This repository contains a Python/C++ implementation of PETSC, that is compatible with aeon. Two variants of PETSC are supported as well: MR-PETSC and PETSC-SOFT.

Installation

The easiest way to install petsc-ts is via pip:

pip install petsc-ts

If you want to run the tests locally (currently only an aeon test to check if the estimator complies with the required format), install the optional dependency:

pip install "petsc-ts[test]"

You can then import the PetsClassifier class as follows and use it as any other scikit-learn-compatible estimator:

from petsc_ts.classifier import PetsClassifier

clsf = PetsClassifier()
clsf.fit(X_train, y_train)
clsf.predict(X_test)
clsf.predict_proba(X_test)

Metadata

Release files for petsc-ts 1.5

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Source distribution for petsc-ts 1.5
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petsc_ts-1.5-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
petsc_ts-1.5-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
petsc_ts-1.5-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
petsc_ts-1.5-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
petsc_ts-1.5-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
petsc_ts-1.5-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
petsc_ts-1.5-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
petsc_ts-1.5-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
petsc_ts-1.5-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
petsc_ts-1.5-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
petsc_ts-1.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
petsc_ts-1.5-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
petsc_ts-1.5-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
petsc_ts-1.5-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
petsc_ts-1.5-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
petsc_ts-1.5-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
petsc_ts-1.5-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
petsc_ts-1.5-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details

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PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 21, 2026.

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This release

1.5 This release

19 release files

1.4

21 release files

1.3

21 release files

1.2

21 release files

1.1

21 release files

1.0

17 release files

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