the newest version of scikit-learn is throwing errors; so pinning for…

… now will circle back later

applications/aws_dashboard/requirements.txt

@@ -8,7 +8,7 @@ sagemaker >= 2.143
 cryptography>=42.0.5
 ipython>=8.17.2
 xgboost>=2.0.3
-scikit-learn >= 1.4.2
+scikit-learn >=1.4.2, <=1.52
 joblib>=1.3.2
 requests>=2.32.0
 plotly >= 5.18.0

pyproject.toml

@@ -36,7 +36,7 @@ dependencies = [
     "ipython >= 8.17.2",
     "pyreadline3; sys_platform == 'win32'",
     "xgboost >= 2.0.3",
-    "scikit-learn >= 1.4.2",
+    "scikit-learn >=1.4.2, <=1.52",
     "joblib >= 1.3.2",
     "requests >= 2.26.0"
 ]

requirements.txt

@@ -9,6 +9,6 @@ cryptography>=42.0.5
 ipython>=8.17.2
 pyreadline3; sys_platform == 'win32'
 xgboost>=2.0.3
-scikit-learn >= 1.4.2
+scikit-learn >=1.4.2, <=1.52
 joblib>=1.3.2
 requests>=2.32.0

src/sageworks/model_scripts/custom_models/chem_info/requirements.txt

@@ -1,4 +1,4 @@
-scikit-learn>=1.3.2  # Note: This is the highest version that works with SageMaker/scikit-learn framework
+scikit-learn==1.3.2  # Note: This is the highest version that works with SageMaker/scikit-learn framework
 awswrangler>=3.8.0
 rdkit>=2024.3.3
 mordredcommunity>=2.0.6

src/sageworks/model_scripts/custom_script_example/requirements.txt

@@ -1,2 +1,2 @@
-scikit-learn>=1.3.2  # Note: This is the highest version that works with SageMaker/scikit-learn framework
+scikit-learn==1.3.2  # Note: This is the highest version that works with SageMaker/scikit-learn framework
 awswrangler>=3.8.0

src/sageworks/model_scripts/light_scikit_learn/requirements.txt

@@ -1,3 +1,3 @@
-scikit-learn>=1.3.2
+scikit-learn==1.3.2 # Note: This is the highest version that works with SageMaker/scikit-learn framework
 umap-learn
 awswrangler>=3.8.0