[ENH] Added OneClassSVM to the anomaly detection module

pattplatt commented 1 week ago

As discussed on friday, here is the implementation of the OneClassSVM for the Anomaly Detection module. Let me know what you think :)

What does this implement/fix? Explain your changes.

This PR includes the implementation of the OneClassSVM from scikit learn for anomaly detection.

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aeon-actions-bot[bot] commented 1 week ago

Thank you for contributing to `aeon`

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ]. I have added the following labels to this PR based on the changes made: [ $\color{#6F6E8D}{\textsf{anomaly detection}}$ ]. Feel free to change these if they do not properly represent the PR.

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SebastianSchmidl commented 1 week ago

Please fix the line-length and run pre-commit locally again to address the CI failure in PR pre-commit:

flake8...................................................................Failed
- hook id: flake8
- exit code: 1

aeon/anomaly_detection/_one_class_svm.py:33:89: E501 line too long (110 > 88 characters)

pattplatt commented 1 week ago

I think the pre-commit was successful now 👍

aeon-toolkit / aeon