python 3.12 support and testing model pulled from https://github.com/trustyai-explainability/model-collection/tree/main/credit-bias

Author: NeriCarcasci

pyproject.toml

@@ -5,7 +5,7 @@ description = "Python bindings to the TrustyAI explainability library."
 authors = [{ name = "Rui Vieira", email = "[email protected]" }]
 license = { text = "Apache License Version 2.0" }
 readme = "README.md"
-requires-python = ">=3.8"
+requires-python = ">=3.12"
 
 keywords = ["trustyai", "xai", "explainability", "ml"]
 
@@ -15,19 +15,20 @@ classifiers = [
     "Intended Audience :: Developers",
     "Intended Audience :: Science/Research",
     "Programming Language :: Java",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Java Libraries",
 ]
 
 dependencies = [
     "Jpype1==1.5.0",
-    "pyarrow==17.0.0",
-    "matplotlib~=3.6.3",
+    "pyarrow==20.0.0",
+    "matplotlib~=3.10.3",
     "pandas~=1.5.3",
-    "numpy~=1.24.1",
-    "jupyter-bokeh~=3.0.5",
+    "numpy==1.26.4",
+    "jupyter-bokeh~=3.0.7",
 ]
 
 [project.optional-dependencies]
@@ -42,11 +43,11 @@ dev = [
     "pytest~=7.2.1",
     "pytest-benchmark==4.0.0",
     "pytest-forked~=1.6.0",
-    "scikit-learn~=1.2.1",
+    "scikit-learn~=1.7.0",
     "setuptools",
     "twine==3.4.2",
     "wheel~=0.38.4",
-    "xgboost==1.4.2",
+    "xgboost~=3.0.2",
 ]
 extras = ["aix360[default,tsice,tslime,tssaliency]==0.3.0"]