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[AnomalyDetection] Add a notebook for using iforest for anomaly detection #34845

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Merged
merged 2 commits into from
May 7, 2025

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shunping
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@shunping shunping commented May 5, 2025

For now, in our colab, we are using the RC of 2.65.0, since some of the features/improvements are new in the coming 2.65.0

We will switch to the final, stable 2.65.0 version in our notebook as soon as it's officially out.

colab link:
https://colab.sandbox.google.com/github/shunping/beam/blob/anomaly-detection-notebook-2/examples/notebooks/beam-ml/anomaly_detection/anomaly_detection_iforest.ipynb

@shunping shunping requested a review from liferoad May 5, 2025 19:37
@shunping shunping self-assigned this May 5, 2025
@shunping shunping changed the title Add notebook for anomaly detection transform with iforest offline detector [AnomalyDetection] Add a notebook for using iforest for anomaly detection May 5, 2025
"text": [
"Copying gs://apache-beam-samples/anomaly_detection/shuttle/shuttle.trn to file://./shuttle.trn\n",
"\n",
"Average throughput: 180.7MiB/s\n"
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clear all cells?

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Done.

"logging.getLogger().setLevel(logging.INFO)\n",
"\n",
"\n",
"# # Running the pipeline on dataflow\n",
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could we add a new section for Dataflow Runner?

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Done.

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@liferoad liferoad merged commit cbf57c4 into apache:master May 7, 2025
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2 participants