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[JTH] optimize RBF custom class and add guess of sigma #48

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Merged
tausiaj merged 2 commits into from
Jan 10, 2025
Merged

[JTH] optimize RBF custom class and add guess of sigma #48

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457be6b
[JTH] re-optimized custom RBF function
tausiaj Jan 10, 2025
edee01d
[JTH] add guess of optimal sigma option
tausiaj Jan 10, 2025
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4 changes: 4 additions & 0 deletions bluemath_tk/core/decorators.py
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Original file line number Diff line number Diff line change
Expand Up @@ -274,6 +274,7 @@ def wrapper(
normalize_target_data: bool = True,
target_custom_scale_factor: dict = {},
num_threads: int = None,
iteratively_update_sigma: bool = False,
):
if subset_data is None:
raise ValueError("Subset data cannot be None")
Expand Down Expand Up @@ -306,6 +307,8 @@ def wrapper(
if num_threads is not None:
if not isinstance(num_threads, int) or num_threads <= 0:
raise ValueError("Number of threads must be integer and > 0")
if not isinstance(iteratively_update_sigma, bool):
raise TypeError("Iteratively update sigma must be a boolean")
return func(
self,
subset_data,
Expand All @@ -316,6 +319,7 @@ def wrapper(
normalize_target_data,
target_custom_scale_factor,
num_threads,
iteratively_update_sigma,
)

return wrapper
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