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ensure API links work again
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doc/api.rst

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.. _api_documentation:
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.. _api:
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.. meta::
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:description: Browse the skglm API documentation covering estimators (Lasso, ElasticNet, Cox), penalties (L1, SCAD, MCP), datafits (Logistic, Poisson), and optimized solvers.

doc/conf.py

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"amsmath"
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]
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# generate autosummary even if no references
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autosummary_generate = False
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autosummary_generate = True
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templates_path = ['_templates']
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