Dropped Python version and updated dependencies. Bumped package versi…

…on to 1.0.0. Updated README. Fixed linting and tests. (#34)

.github/workflows/linting_and_tests.yml

@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
 
     steps:
       - uses: actions/checkout@v4

README.md

@@ -28,6 +28,7 @@ pip install rsklpr
 ```
 
 ### What's new? ###
+- Version 1.0.0 - Dropped support for Python 3.8 and added support for Python 3.12.
 - Version 0.7.0 - Metrics including local R-Squared and more efficient computation of WLS. 
 - Version 0.6.0 - Bootstrap inference and confidence intervals
 

pyproject.toml

@@ -4,10 +4,10 @@ classifiers = [
     "Intended Audience :: Developers",
     "Intended Audience :: Science/Research",
     "License :: OSI Approved :: MIT License",
-    "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 :: Scientific/Engineering :: Mathematics",
 ]
@@ -22,7 +22,7 @@ packages = [
 ]
 readme = "README.md"
 repository = "https://github.com/yaniv-shulman/rsklpr"
-version = "0.9.0"
+version = "1.0.0"
 
 [tool.poetry.group.experiments]
 optional = true
@@ -32,40 +32,40 @@ optional = true
 
 [tool.poetry.dependencies]
 joblib = "^1.4.2"
-numpy = "^1.24.4"
-python = ">=3.8.0,<3.12"
-scikit-learn = "^1.3.2"
-scipy = "^1.10.1"
+numpy = "^2.0.2"
+python = ">=3.9"
+scikit-learn = "^1.5.2"
+scipy = "^1.13.1"
 
 [tool.poetry.group.experiments.dependencies]
 chart-studio = "^1.1.0"
-ipywidgets = "^8.1.3"
+ipywidgets = "^8.1.5"
 localreg = "^0.5.0"
-matplotlib = "^3.7.5"
-notebook = "^7.2.1"
-pandas = "^2.0.3"
-plotly = "^5.22.0"
-statsmodels = "^0.14.1"
-tqdm = "^4.66.4"
+matplotlib = "^3.9.2"
+notebook = "^7.2.2"
+pandas = "^2.2.3"
+plotly = "^5.24.1"
+statsmodels = "^0.14.3"
+tqdm = "^4.66.5"
 
 [tool.poetry.group.dev.dependencies]
-black = {extras = ["jupyter"], version = "^24.4.2"}
-coverage = {extras = ["toml"], version = "^7.5.3"}
-mypy = "^1.10.0"
-pytest = "^8.2.2"
+black = {extras = ["jupyter"], version = "^24.8.0"}
+coverage = {extras = ["toml"], version = "^7.6.1"}
+mypy = "^1.11.2"
+pytest = "^8.3.3"
 pytest-cov = "^5.0.0"
 pytest-mock = "^3.14.0"
 pytest-xdist = "^3.6.1"
-ruff = "^0.4.9"
-statsmodels = "^0.14.1"
+ruff = "^0.6.8"
+statsmodels = "^0.14.3"
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.black]
 line-length = 120
-target-version = ["py38"]
+target-version = ["py311"]
 
 [tool.ruff]
 # Exclude a variety of commonly ignored directories.
@@ -100,7 +100,7 @@ exclude = [
 # Same as Black.
 line-length = 120
 indent-width = 4
-target-version = "py38"
+target-version = "py311"
 
 [tool.ruff.lint]
 # Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`)  codes by default.
@@ -117,7 +117,7 @@ unfixable = []
 dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
 
 [tool.mypy]
-python_version = "3.8"
+python_version = "3.11"
 warn_return_any = true
 warn_unused_configs = true
 ignore_missing_imports = true