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Support __array_ufunc__ in lmo.l_(loc|scale|variation|skew|kurtosis) #184

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jorenham opened this issue Mar 29, 2024 · 0 comments
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Support __array_ufunc__ in lmo.l_(loc|scale|variation|skew|kurtosis) #184

jorenham opened this issue Mar 29, 2024 · 0 comments
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@jorenham
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contrib Integration with 3rd party packages enhancement New feature or request
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v1.0.0

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@jorenham
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jorenham commented Mar 29, 2024 •
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Currently, these always return a np.ndarray, even when the input is an e.g. pd.Series.

By making these functions aware of the potential __array_ufunc__ or __array_function__ methods, it can automatically "lift" itself, so that the types of ufunc-aware instances can pass-though.

It's probably best to use np.frompyfunc for this.

Note that this will require additional @overload's.
@jorenham jorenham added the contrib Integration with 3rd party packages label Mar 29, 2024
@jorenham jorenham changed the title Make lmo.l_(loc|scale|skew|kurtosis) behave like ufuncs Turn lmo.l_(loc|scale|skew|kurtosis) into ufuncs Mar 29, 2024
@jorenham jorenham changed the title Turn lmo.l_(loc|scale|skew|kurtosis) into ufuncs Make lmo.l_(loc|scale|skew|kurtosis) aware of __array_ufunc__ Mar 29, 2024
@jorenham jorenham changed the title Make lmo.l_(loc|scale|skew|kurtosis) aware of __array_ufunc__ Support __array_ufunc__ in lmo.l_(loc|scale|variation|skew|kurtosis) Mar 29, 2024
@jorenham jorenham added this to the v0.14.0 milestone Mar 29, 2024
@jorenham jorenham added the enhancement New feature or request label Mar 29, 2024
@jorenham jorenham self-assigned this Mar 29, 2024
@jorenham jorenham mentioned this issue Mar 29, 2024
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@jorenham jorenham modified the milestones: v0.14.0, v1.0.0 May 22, 2024
This was referenced Dec 4, 2024
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