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Added option for dataloader inverse transform to work on jax arrays #1

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Merged
sebvetter merged 1 commit into from
Nov 20, 2025
Merged

Added option for dataloader inverse transform to work on jax arrays #1

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7 changes: 5 additions & 2 deletions src/probabilistic_posrec/dataloader/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -197,7 +197,10 @@ def data_inv_transformation(
positions = positions_normalized * max_pred

# Update positions in-place
data[:, :2] = positions
if type(data) == np.ndarray:
data[:, :2] = positions
else:
data = data.at[:, :2].set(positions)
# Dimensions 2+ pass through unchanged

return data
Expand Down Expand Up @@ -439,7 +442,7 @@ def preprocess_common(self) -> None:
inv_data = self.data_inv_transformation(self.fit_data)
if not jnp.all(
jnp.abs(inv_data - self.fit_data_untransformed) < 1e-3
):
):
raise ValueError(
"Data transformation verification failed: inverse "
"transformation does not match original data within "
Expand Down