Add ml enabled lumberton (#666)

* add ml enabled lumberton

* update capital shocks value id in test

* add changelog entry for lumberton

Author: Rashmil-1999

CHANGELOG.md

@@ -9,11 +9,14 @@ and this project adheres to [Semantic Versioning](http://semver.org/).
 ## [Unreleased]
 
 ### Added
+
 - ML Enabled Galveston CGE [#641](https://github.com/IN-CORE/pyincore/issues/641)
 - ML Enabled Mobile CGE [#658](https://github.com/IN-CORE/pyincore/issues/658)
-- Add ML enabled Seaside CGE [#657](https://github.com/IN-CORE/pyincore/issues/657)
+- ML Enabled Seaside CGE [#657](https://github.com/IN-CORE/pyincore/issues/657)
+- ML Enabled Lumberton CGE [#447](https://github.com/IN-CORE/incore-docs/issues/447)
 
 ### Changed
+
 - Descriptions of the analyses to be more verbose. [#645](https://github.com/IN-CORE/pyincore/issues/645)
 - Descriptions of the analyses, inputs and parameters. [#649](https://github.com/IN-CORE/pyincore/issues/649)
 - Descriptions of the analyses, inputs and parameters. [#646](https://github.com/IN-CORE/pyincore/issues/646)
@@ -22,12 +25,10 @@ and this project adheres to [Semantic Versioning](http://semver.org/).
 - Capital Shocks analysis to also output Sectors in building to sector mappings with no guids as unit shocks. [#671](https://github.com/IN-CORE/pyincore/issues/671)
 
 ### Fixed
-- Building retrofit fails with local building dataset. [#617](https://github.com/IN-CORE/pyincore/issues/617)
 
-### Fixed
+- Building retrofit fails with local building dataset. [#617](https://github.com/IN-CORE/pyincore/issues/617)
 - Network analyses to check if a network dataset is set by the user. [#667](https://github.com/IN-CORE/pyincore/issues/667)
 
-
 ## [1.21.0] - 2025-02-12
 
 ### Changed

docs/source/modules.rst

@@ -233,13 +233,18 @@ analyses/meandamage
 ..  autoclass:: meandamage.meandamage.MeanDamage
     :members:
 
+analyses/mlenabledcgelumberton
+==============================
+..  autoclass:: mlenabledcgelumberton.mlcgelumberton.MlEnabledCgeLumberton
+    :members:
+
 analyses/mlenabledcgeslc
 ========================
 ..  autoclass:: mlenabledcgeslc.mlcgeslc.MlEnabledCgeSlc
     :members:
 
 analyses/mlenabledcgegalveston
-========================
+==============================
 ..  autoclass:: mlenabledcgegalveston.mlcgegalveston.MlEnabledCgeGalveston
     :members:
 
@@ -253,7 +258,7 @@ analyses/mlenabledcgemobile
 ..  autoclass:: mlenabledcgemobile.mlcgemobile.MlEnabledCgeMobile
 
 analyses/mlenabledcgeseaside
-========================
+============================
 ..  autoclass:: mlenabledcgeseaside.mlcgeseaside.MlEnabledCgeSeaside
     :members:
 

pyincore/analyses/mlenabledcgelumberton/DDS_coefficients.csv

@@ -0,0 +1,43 @@
+,sector,value
+0,AG_MIA,31.298934763813843
+1,UTILA,38.495387077960146
+2,CONSTA,43.43237441760857
+3,MANUA,187.47298575722326
+4,WHOLEA,53.94209671535652
+5,RETAILA,218.46204202834133
+6,TRANSA,31.64012863998923
+7,INFOA,17.43824706448109
+8,FINANCEA,69.37215817592076
+9,REALEA,17.989379639527357
+10,PRO_MANA,49.637323561444475
+11,ADMINA,107.97617650653676
+12,EDUA,149.11319059869848
+13,HEALTHA,266.7038531914879
+14,ARTA,8.434154934711424
+15,ACCOA,138.2501338253203
+16,OTHERA,90.59040703322542
+17,AG_MIB,180.71635944978604
+18,UTILB,101.05232886259023
+19,CONSTB,73.33835544861495
+20,MANUB,386.308875478173
+21,WHOLEB,52.90227340116769
+22,RETAILB,226.2485089041428
+23,TRANSB,68.74755811839378
+24,INFOB,8.679431495977099
+25,FINANCEB,96.64550109146529
+26,REALEB,14.199552632546215
+27,PRO_MANB,51.04914878790231
+28,ADMINB,42.91329550822672
+29,EDUB,197.35365243060693
+30,HEALTHB,229.65274796998392
+31,ARTB,15.089517503121698
+32,ACCOB,166.93291750844116
+33,OTHERB,168.66638647345866
+34,HS1A,13.672365790999999
+35,HS2A,52.45210688700001
+36,HS3A,133.407163609
+37,HS4A,246.754338644
+38,HS1B,29.441597118999997
+39,HS2B,123.78007297400002
+40,HS3B,247.252446751
+41,HS4B,372.193493809