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Future-proof prior_linearized method call (#806)
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* modified: pymc_marketing/mmm/tvp.py

* Update tvp.py

Changed Xs to X in prior_linearized( as per the change in pymc)

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Co-authored-by: sangeedutta <sangeedutta@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Will Dean <57733339+wd60622@users.noreply.github.com>
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4 people authored Jul 11, 2024
1 parent d235ff4 commit 717702a
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion pymc_marketing/mmm/tvp.py
Original file line number Diff line number Diff line change
Expand Up @@ -161,7 +161,7 @@ def time_varying_prior(
hsgp_dims = (dims[1], "m")

gp = pm.gp.HSGP(m=[hsgp_kwargs.m], L=[hsgp_kwargs.L], cov_func=cov_func)
phi, sqrt_psd = gp.prior_linearized(Xs=X[:, None] - X_mid)
phi, sqrt_psd = gp.prior_linearized(X[:, None] - X_mid)
hsgp_coefs = pm.Normal(f"{name}_hsgp_coefs", dims=hsgp_dims)
f = phi @ (hsgp_coefs * sqrt_psd).T
f = pt.softplus(f)
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