Will Dean

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Maybe we use this template and some yaml? Or tagging the notebook itself?

@carlosagostini might have some opinions Could start as notebook via #711

> Yes! This would be great! I think Pydanty can be helpful here ;) Agreed. I often use the `from pydantic.dataclasses import dataclass` but `BaseModel` could also be used

Might be good to group the adstock, saturation, and `adstock_first` together. Could be something like this ```python @dataclass class MediaTransformation: adstock: AdstockTransformation saturation: SaturationTransformation adstock_first: bool = True def __post_init_(self)...

Should be able to make use of pytensor for the derivatives. pt.grad is the function?

@cetagostini Is this something we can use in latest PR?

Can this be closed @juanitorduz ?

Really cool stuff. I liked those videos that were linked