regularization config bugs

Jammy2211 · Jammy2211 · commit f2cee16bdd4e · 2026-02-17T16:06:44.000Z
diff --git a/autogalaxy/analysis/adapt_images/adapt_images.py b/autogalaxy/analysis/adapt_images/adapt_images.py
@@ -81,7 +81,7 @@ def __init__(
         Pixelization image-mesh objects (e.g. `KMeans`, `Hilbert`) adapt the distribution of pixels to the observed
         image's brightness and therefore to the reconstructed source's morphology.
 
-        Certain regularization schemes (e.g. `AdaptiveBrightness`) adapt their regularization coefficients to the
+        Certain regularization schemes (e.g. `Adapt`) adapt their regularization coefficients to the
         reconstructed source's morphology.
 
         These adaptive schemes use "adapt-images", which are images of each galaxy (e.g. the lens and source of a
diff --git a/autogalaxy/config/priors/regularization/adapt.yaml b/autogalaxy/config/priors/regularization/adapt.yaml
@@ -0,0 +1,31 @@
+Adapt:
+  inner_coefficient:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.5
+    limits:
+      lower: 0.0
+      upper: inf
+  outer_coefficient:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.5
+    limits:
+      lower: 0.0
+      upper: inf
+  signal_scale:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Relative
+      value: 0.2
+    limits:
+      lower: 0.0
+      upper: inf
diff --git a/autogalaxy/config/priors/regularization/adapt_split.yaml b/autogalaxy/config/priors/regularization/adapt_split.yaml
@@ -0,0 +1,31 @@
+AdaptSplit:
+  inner_coefficient:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.5
+    limits:
+      lower: 0.0
+      upper: inf
+  outer_coefficient:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.5
+    limits:
+      lower: 0.0
+      upper: inf
+  signal_scale:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Relative
+      value: 0.2
+    limits:
+      lower: 0.0
+      upper: inf
diff --git a/autogalaxy/config/priors/regularization/adapt_split_zeroth.yaml b/autogalaxy/config/priors/regularization/adapt_split_zeroth.yaml
@@ -1,4 +1,4 @@
-AdaptiveBrightnessSplitZeroth:
+AdaptSplitZeroth:
   zeroth_coefficient:
     type: LogUniform
     lower_limit: 1.0e-06
diff --git a/autogalaxy/config/priors/regularization/adaptive_brightness.yaml b/autogalaxy/config/priors/regularization/adaptive_brightness.yaml
diff --git a/autogalaxy/config/priors/regularization/matern_adapt_kernel.yaml b/autogalaxy/config/priors/regularization/matern_adapt_kernel.yaml
@@ -1,4 +1,4 @@
-MaternAdaptiveBrightnessKernel:
+MaternAdaptKernel:
   coefficient:
     type: LogUniform
     lower_limit: 1.0e-06
diff --git a/autogalaxy/config/priors/regularization/matern_adapt_kernel_rho.yaml b/autogalaxy/config/priors/regularization/matern_adapt_kernel_rho.yaml
@@ -0,0 +1,41 @@
+MaternAdaptKernel:
+  coefficient:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.5
+    limits:
+      lower: 0.0
+      upper: inf
+  scale:
+    type: LogUniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.2
+    limits:
+      lower: 0.0
+      upper: inf
+  nu:
+    type: Uniform
+    lower_limit: 0.5
+    upper_limit: 5.5
+    width_modifier:
+      type: Relative
+      value: 0.2
+    limits:
+      lower: 0.0
+      upper: inf
+  rho:
+    type: Uniform
+    lower_limit: 1.0e-06
+    upper_limit: 1000000.0
+    width_modifier:
+      type: Relative
+      value: 0.2
+    limits:
+      lower: 0.0
+      upper: inf
diff --git a/docs/api/pixelization.rst b/docs/api/pixelization.rst
@@ -65,8 +65,8 @@ Regularization [ag.reg]
 
    Constant
    ConstantSplit
-   AdaptiveBrightness
-   AdaptiveBrightnessSplit
+   Adapt
+   AdaptSplit
 
 Settings
 --------
diff --git a/test_autogalaxy/profiles/config/summary/priors/regularization.json b/test_autogalaxy/profiles/config/summary/priors/regularization.json
@@ -6,7 +6,7 @@
             "upper_limit": 1.0
         }
     },
-    "AdaptiveBrightness": {
+    "Adapt": {
         "coeffs_0": {
             "type": "Uniform",
             "lower_limit": 0.0,
diff --git a/test_autogalaxy/profiles/mass/config/summary/priors/regularization.json b/test_autogalaxy/profiles/mass/config/summary/priors/regularization.json
@@ -6,7 +6,7 @@
             "upper_limit": 1.0
         }
     },
-    "AdaptiveBrightness": {
+    "Adapt": {
         "coeffs_0": {
             "type": "Uniform",
             "lower_limit": 0.0,

Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,4 @@`
`1`		`-AdaptiveBrightnessSplitZeroth:`
	`1`	`+AdaptSplitZeroth:`
`2`	`2`	`zeroth_coefficient:`
`3`	`3`	`type: LogUniform`
`4`	`4`	`lower_limit: 1.0e-06`
Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,4 @@`
`1`		`-MaternAdaptiveBrightnessKernel:`
	`1`	`+MaternAdaptKernel:`
`2`	`2`	`coefficient:`
`3`	`3`	`type: LogUniform`
`4`	`4`	`lower_limit: 1.0e-06`
Original file line number	Diff line number	Diff line change
`@@ -6,7 +6,7 @@`
`6`	`6`	`"upper_limit": 1.0`
`7`	`7`	`}`
`8`	`8`	`},`
`9`		`- "AdaptiveBrightness": {`
	`9`	`+ "Adapt": {`
`10`	`10`	`"coeffs_0": {`
`11`	`11`	`"type": "Uniform",`
`12`	`12`	`"lower_limit": 0.0,`