Enhance project configuration and publishing capabilities

- Added a new 'publish' target in the Makefile to facilitate publishing the package to PyPI, streamlining the release process.
- Updated the pyproject.toml to include maintainers, revised the development status from Alpha to Beta, and added relevant keywords to improve package discoverability.
- Expanded the classifiers section to better categorize the project and its intended audience, enhancing clarity for potential users.
- Included project URLs for source, documentation, issue tracking, license, contributing guidelines, and code of conduct, providing comprehensive resources for users and contributors.

Author: LouisTier

Makefile

@@ -131,6 +131,13 @@ all: format lint security complexity docs test  ## Run everything (full CI simul
 	@echo ""
 	@echo "🎉 All checks passed! Ready to push to GitHub!"
 
+publish:  ## Publish to PyPI
+	@echo "📦 Publishing to PyPI..."
+# export $(cat .env | xargs)
+	python -m build
+	twine upload dist/*
+	@echo "✅ Published to PyPI!"
+
 # Quick commands for common tasks, defining aliases for the most common commands (alias: common_command)
 fix: format
 check: lint

pyproject.toml

@@ -12,20 +12,36 @@ name = "torchsom"
 authors = [
     {name = "Louis Berthier", email = "louis-desire-romeo.berthier@michelin.com"},
 ]
+maintainers = [
+    {name = "Louis Berthier", email = "louis-desire-romeo.berthier@michelin.com"},
+]
 dynamic = [
     "version",                          # Version will be determined dynamically (via git)
     "readme",                           # README will be dynamically loaded
 ]
 description = "torchsom: The Reference PyTorch Library for Self-Organizing Maps"
 requires-python = ">=3.9"               # Minimum Python version required
+# https://pypi.org/classifiers/
 classifiers = [
-    "Development Status :: 3 - Alpha",
+    "Development Status :: 4 - Beta", # 3 - Alpha, 4 - Beta, 5 - Production/Stable
     "Natural Language :: English",
     "Operating System :: OS Independent",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Healthcare Industry",
+    "Intended Audience :: Manufacturing",
+    "Intended Audience :: Science/Research",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Scientific/Engineering :: Information Analysis",
+    "Topic :: Scientific/Engineering :: Information Retrieval",
+    "Topic :: Scientific/Engineering :: Visualization",
+    "Topic :: Software Development :: Libraries",
+    "Topic :: Software Development :: Testing :: Unit",
+    "Topic :: Software Development :: Version Control :: Git",
     "Programming Language :: Python",
-    "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "License :: OSI Approved :: Apache Software License",
 ]
 dependencies = [
     "torch",
@@ -34,6 +50,28 @@ dependencies = [
     "tqdm",
     "pydantic",
 ]
+keywords = [
+    "Self-Organizing-Maps",
+    "SOM",
+    "PyTorch",
+    "Machine-Learning",
+    "Unsupervised-Learning",
+    "Dimensionality-Reduction",
+    "Clustering",
+    "Data-Visualization",
+    "Just-In-Time-Learning",
+]
+
+[project.urls]
+"Source" = "https://github.com/michelin/torchsom"
+"Documentation" = "https://opensource.michelin.io/TorchSOM/"
+"Tracker" = "https://github.com/michelin/TorchSOM/issues"
+"License" = "https://github.com/michelin/TorchSOM/blob/main/LICENSE"
+"Contributing" = "https://github.com/michelin/TorchSOM/blob/main/CONTRIBUTING.md"
+"Code of Conduct" = "https://github.com/michelin/TorchSOM/blob/main/CODE_OF_CONDUCT.md"
+"Citation" = "https://github.com/michelin/TorchSOM/blob/main/CITATION.cff"
+# "Changelog" = "https://github.com/michelin/torchsom/releases"
+# "Author" = "https://github.com/michelin/TorchSOM/blob/main/AUTHORS.md"
 
 # Configuration for setuptools-git-versioning plugin
 [tool.setuptools-git-versioning]