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Remove the dependency on pygam #796

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jeongyoonlee opened this issue Oct 4, 2024 · 0 comments
Open

Remove the dependency on pygam #796

jeongyoonlee opened this issue Oct 4, 2024 · 0 comments
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@jeongyoonlee
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Is your feature request related to a problem? Please describe.
pygam pins scipy < 1.12, which blocks the use of numpy 2.x and Cython 3.x.

Describe the solution you'd like
Currently, it is used in propensity.calibrate().

We can evaluate alternative calibration methods, e.g., scikit-learn's probability calibration.

Describe alternatives you've considered
Alternatively, we can work on pygam directly to see if we can make it work with scipy >= 1.12

Additional context
N/A

@jeongyoonlee jeongyoonlee added enhancement New feature or request dependencies Pull requests that update a dependency file and removed enhancement New feature or request labels Oct 4, 2024
@jeongyoonlee jeongyoonlee self-assigned this Oct 4, 2024
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