From 27cd9d00ee214cdd316ed132a6477af26b3b2b46 Mon Sep 17 00:00:00 2001
From: lpossner <lpossner>
Date: Tue, 21 May 2024 15:38:52 +0200
Subject: [PATCH] [MOD] - removed normalize keyword in GPC.py for LarsLasso
 model

---
 .github/workflows/main.yml | 45 ++++++++++++++++++--------------------
 pygpc/GPC.py               |  3 ++-
 2 files changed, 23 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index dae961d..f2e9666 100755
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -10,17 +10,16 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        # python-version: ["3.9", "3.10", "3.11", "3.12"]
-        python-version: ["3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
         include:
-          # - python-version: "3.9"
-          #   cibw-string: "cp39-*"
+          - python-version: "3.9"
+            cibw-string: "cp39-*"
           - python-version: "3.10"
             cibw-string: "cp310-*"
-          # - python-version: "3.11"
-          #   cibw-string: "cp311-*"
-          # - python-version: "3.12"
-          #   cibw-string: "cp312-*"
+          - python-version: "3.11"
+            cibw-string: "cp311-*"
+          - python-version: "3.12"
+            cibw-string: "cp312-*"
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
@@ -58,17 +57,16 @@ jobs:
     runs-on: windows-2019
     strategy:
       matrix:
-        # python-version: ["3.9", "3.10", "3.11", "3.12"]
-        python-version: ["3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
         include:
-          # - python-version: "3.9"
-          #   cibw-string: "cp39-*"
+          - python-version: "3.9"
+            cibw-string: "cp39-*"
           - python-version: "3.10"
             cibw-string: "cp310-*"
-          # - python-version: "3.11"
-          #   cibw-string: "cp311-*"
-          # - python-version: "3.12"
-          #   cibw-string: "cp312-*"
+          - python-version: "3.11"
+            cibw-string: "cp311-*"
+          - python-version: "3.12"
+            cibw-string: "cp312-*"
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
@@ -104,17 +102,16 @@ jobs:
     runs-on: macos-11
     strategy:
       matrix:
-        # python-version: ["3.9", "3.10", "3.11", "3.12"]
-        python-version: ["3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
         include:
-          # - python-version: "3.9"
-          #   cibw-string: "cp39-*"
+          - python-version: "3.9"
+            cibw-string: "cp39-*"
           - python-version: "3.10"
             cibw-string: "cp310-*"
-          # - python-version: "3.11"
-          #   cibw-string: "cp311-*"
-          # - python-version: "3.12"
-          #   cibw-string: "cp312-*"
+          - python-version: "3.11"
+            cibw-string: "cp311-*"
+          - python-version: "3.12"
+            cibw-string: "cp312-*"
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
diff --git a/pygpc/GPC.py b/pygpc/GPC.py
index bd3201a..f6deeb6 100755
--- a/pygpc/GPC.py
+++ b/pygpc/GPC.py
@@ -1032,7 +1032,8 @@ def solve(self, results, gradient_results=None, solver=None, settings=None, matr
             # reg.fit(matrix_norm, results_complete)
             # coeffs = reg.coef_
 
-            reg = linear_model.LassoLars(alpha=settings["alpha"], fit_intercept=False, normalize=False)
+            # reg = linear_model.LassoLars(alpha=settings["alpha"], fit_intercept=False, normalize=False)
+            reg = linear_model.LassoLars(alpha=settings["alpha"], fit_intercept=False)
             reg.fit(matrix, results_complete)
             coeffs = reg.coef_