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add a requirements.txt file as well
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requirements.txt

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# Core Jupyter environment
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notebook>=7.4.3,<8
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jupyterlab>=4.4.3,<5
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jupytext>=1.17.2,<2
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scikit-learn>=1.7.0,<2
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polars==1.24.0
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pandas>=2.3.0,<3
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pyarrow>=20.0.0,<21
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matplotlib>=3.10.3,<4
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altair>=5.5.0,<6
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plotly>=6.2.0,<7
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ipyleaflet>=0.20.0,<0.21
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graphviz>=13.1.0,<14
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pydot>=4.0.1,<5
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holidays>=0.75,<0.76
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skrub==0.6.1
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openmeteo-requests>=1.5.0,<2
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requests-cache>=1.2.1,<2
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retry-requests>=2.0.0,<3

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