Improve pyproject, setup and tox using pytest

Author: mandjevant

pyproject.toml

@@ -1,3 +1,3 @@
 [build-system]
-requires = ["setuptools>=68.2.2", "wheel"]
+requires = ["setuptools>=75.8.2", "wheel"]
 build-backend = "setuptools.build_meta"

setup.cfg

@@ -1,6 +1,6 @@
 [metadata]
 name = hpsklearn
-version = 1.0.3
+version = 1.1.0
 description = Hyperparameter Optimization for sklearn
 long_description = file: README.md
 url = http://hyperopt.github.com/hyperopt-sklearn/
@@ -11,7 +11,7 @@ license_file = LICENSE.txt
 platforms = Linux, OS-X, Windows
 keywords = hyperopt, hyperparameter, sklearn
 classifiers =
-    Development Status :: 1.0.3 - Alpha
+    Development Status :: 1.1.0 - Alpha
     Intended Audience :: Education
     Intended Audience :: Science/Research
     Intended Audience :: Developers
@@ -23,25 +23,29 @@ classifiers =
     Operating System :: Unix
     Programming Language :: Python :: 3
     Programming Language :: Python :: 3 :: Only
-    Programming Language :: Python :: 3.9
-    Programming Language :: Python :: 3.10
     Programming Language :: Python :: 3.11
+    Programming Language :: Python :: 3.12
+    Programming Language :: Python :: 3.13
     Topic :: Scientific/Engineering
     Topic :: Software Development
 
 [options]
 packages =
     find:
 install_requires =
-    hyperopt>=0.2.6
-    numpy>=1.26.0
-    scikit-learn>=1.3.0
-    scipy>=1.11.2
-python_requires = >=3.9
+    hyperopt==0.2.7
+    numpy>=2.0.0
+    scikit-learn>=1.5,<=1.7
+    scipy>=1.15.0
+    pandas>=2.1.0
+python_requires = >=3.11
 zip_safe = False
 
 [options.extras_require]
 xgboost = xgboost>=2.0.0
-lightgbm = lightgbm>=4.0.0
+lightgbm = lightgbm>=4.6.0
 testing =
-    tox>=4.11.3
+    tox>=4.20.0
+    coverage==7.6.12
+    pytest==8.3.5
+    pytest-xdist==3.6.1

tox.ini

@@ -1,24 +1,24 @@
 [tox]
 minversion = 3.7.0
-envlist = py39, py310, py311, flake8
+envlist = py311, py312, py313, flake8
 isolated_build = true
 
 [gh-actions]
 python =
-    3.9: py39
-    3.10: py310
-    3.11: py311, flake8
+    3.11: py311
+    3.12: py312
+    3.13: py313, flake8
 
 [testenv]
 setenv =
     PYTHONPATH = {toxinidir}
 deps =
     -r{toxinidir}/requirements_dev.txt
 commands =
-    coverage run -m unittest discover
+    coverage run -m pytest -n auto
     coverage report -m
 
 [testenv:flake8]
-basepython = python3.11
+basepython = python3.13
 deps = flake8
 commands = flake8 --max-line-length=120 --ignore=F401,W504 hpsklearn tests