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Adrin Jalali

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Writing a scikit-learn compatible estimator in the modern agePyCon Italia 20252025-05-28
Live code builds a dummy classifier, a stateless transformer and a meta "timer" wrapper and makes each pass scikit‑learn tests by using check_estimator…
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Dynamically generated methods with a non-generic signaturePyCon Italia 20242024-05-22
Generates per-subclass setter methods for scikit-learn Estimators by inspecting child method signatures (so a custom set_transform_request appears only if…
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Let’s exploit pickle, and `skops` to the rescue!PyCon Italia 20232023-05-25
Pickle can run arbitrary code on load and standard pickle/joblib/cloudpickle all share that risk; skops implements a safe-on-load ZIP schema storing arrays as…
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Questions and Practices to Make Algorithmic Decision Making More FairPyData London 20222022-06-17
Gives a measurement framework borrowed from social sciences and a concrete checklist of questions to ask about what is actually being measured, how proxies…
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The path between developing and serving machine learning models.PyData Berlin 20172017-06-23
Deploys a Kubernetes cluster (kops on AWS), installs PipelineIO components — Spark, HDFS, JupyterHub, a Java PMML server plus a Python prediction service — and…
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