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# Update altair to >= 5.1.1 get a png rendering in PDF build
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RUN pip install --upgrade altair
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# forces scikit-learn to grab latest to avoid bug in 1.3.0 related to checking for c-contiguity breaking figures in classification 2. See https://github.com/scikit-learn/scikit-learn/pull/26772
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# TODO: remove this once scikit-learn 1.4.x or beyond releases and is incorporated into jupyter/scipy-notebook
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RUN pip install -U git+https://github.com/scikit-learn/scikit-learn.git@main
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