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BuildML 2.6.4

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@LeonardLeo LeonardLeo released this 04 Oct 13:00
v2.6.4
8d47fe4
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Learn about vigilant mode.

BuildML 2.6.4 corrects documentation examples, EDA dashboard behavior, and optional-backend compatibility.

  • Examples include imports, demonstration data, and setup. Dashboard lessons distinguish synthetic examples from findings about uploaded data.
  • EDA supports missing nullable features and sparse regression targets, and treats categorical features as discrete for mutual information.
  • Dashboard tables show units, role charts account for undeclared columns, and navigation handles charts still loading. Readiness checks report scope accurately.
  • Runtime fixes cover text-only CBR, SDV/SDMetrics, Giotto feature dimensions, PyG, discrete RL actions, causal bundles, LangChain Classic, PuLP 4, and distributed Torch result transfer.
  • Documentation and changelog explanations have been revised against implemented behavior.

Install or upgrade with python -m pip install --upgrade buildml. Use python -m pip install --upgrade "buildml[dashboard]" for the local EDA app.

Release artifacts are validated by the full CI workflow and installed-wheel checks on Windows, Linux, and macOS with Python 3.10–3.13. Optional integrations require their documented extras; this matrix covers core installed-wheel workflows.

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