Add support for pyproject.toml to modernize package configuration

[xerpi]

Thanks for the great work on this project!

I'd like to propose transitioning to the pyproject.toml standard for package configuration. This modern format is now widely supported across the Python ecosystem and enables compatibility with modern tools like uv and rye.

Benefits:

• Cleaner and more unified configuration for build, dependencies, and tool-specific settings.
• Easier environment management and dependency resolution with uv and rye.
• Growing support and recommendation from Python Packaging Authority (PyPA).

[xerpi]

Here's a sample pyproject.toml that I've created to help get started:

[project]
name = "series2vec"
version = "0.1.0"
description = "DMKD-Series2Vec: Similarity-based Representation Learning for Time Series"
authors = [
    { name = "Navid Mohammadi Foumani" }
]
dependencies = [
    "absl-py==2.1.0",
    "asttokens==3.0.0",
    "backcall==0.2.0",
    "cachetools==5.5.2",
    "contourpy==1.1.1",
    "cycler==0.12.1",
    "decorator==5.2.1",
    "einops==0.8.1",
    "executing==2.2.0",
    "filelock==3.13.1",
    "fonttools==4.56.0",
    "fsspec==2024.6.1",
    "git-filter-repo==2.47.0",
    "google-auth==2.38.0",
    "google-auth-oauthlib==1.0.0",
    "grpcio==1.70.0",
    "importlib-metadata==8.5.0",
    "importlib-resources==6.4.5",
    "ipdb==0.13.13",
    "ipython==8.12.3",
    "jedi==0.19.2",
    "jinja2==3.1.4",
    "joblib==1.4.2",
    "kiwisolver==1.4.7",
    "llvmlite>=0.44.0",
    "markdown==3.7",
    "markupsafe==2.1.5",
    "matplotlib==3.7.5",
    "matplotlib-inline==0.1.7",
    "mpmath==1.3.0",
    "networkx==3.0",
    "numba>=0.61.2",
    "oauthlib==3.2.2",
    "parso==0.8.4",
    "pexpect==4.9.0",
    "pickleshare==0.7.5",
    "pillow==10.2.0",
    "prompt-toolkit==3.0.50",
    "protobuf==5.29.3",
    "ptyprocess==0.7.0",
    "pure-eval==0.2.3",
    "pyasn1==0.6.1",
    "pyasn1-modules==0.4.1",
    "pygments==2.19.1",
    "pyparsing==3.1.4",
    "python-dateutil==2.9.0.post0",
    "requests-oauthlib==2.0.0",
    "rsa==4.9",
    "scikit-learn==1.3.2",
    "scipy>=1.15.2",
    "six==1.17.0",
    "stack-data==0.6.3",
    "sympy==1.13.1",
    "tabulate==0.9.0",
    "tensorboard==2.14.0",
    "tensorboard-data-server==0.7.2",
    "threadpoolctl==3.5.0",
    "torch==2.4.1+cu121",
    "torchaudio==2.4.1+cu121",
    "torchvision==0.19.1+cu121",
    "triton==3.0.0",
    "typing-extensions==4.12.2",
    "wcwidth==0.2.13",
    "werkzeug==3.0.6",
    "zipp==3.20.2",
]
readme = "README.md"
requires-python = ">= 3.8"
classifiers = [
    "Programming Language :: Python :: 3",
    "License :: OSI Approved :: MIT License",
    "Operating System :: OS Independent",
]

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.rye]
managed = true
dev-dependencies = []

[[tool.rye.sources]]
name = "pytorch"
url = "https://download.pytorch.org/whl/cu121"

[tool.hatch.metadata]
allow-direct-references = true

[tool.hatch.build.targets.wheel]
packages = ["src/series2vec"]

[Navidfoumani]

Hi,

Thank you for the detailed suggestion and the example pyproject.toml! I agree that moving to pyproject.toml is a good modernization step and would improve compatibility with tools like uv and rye.

I’ll review the proposed configuration and plan to integrate it in an upcoming release. I won’t close this issue until the repository is updated. Appreciate you taking the time to put together a working example—it’s very helpful.