ThotDjehuty
24556f51d7
- Restore correct PyPI distribution name 'optimiz-rs' (continuity with v1.0.x).
Rust crate stays 'optimiz-rs'; Python module is 'optimizr'.
- python/optimizr/__init__.py:
* Bump __version__ from stale '0.2.0' to '2.0.0'.
* Eagerly bind every v2 primitive from _core (so dir(optimizr), IDE
auto-complete and 'from optimizr import X' all work without relying on
the lazy __getattr__ fallback).
* Extend __all__ with 38 new v2 entries.
- README.md: full v2 features section grouped by domain (rough volatility,
BSDE/PDE, stochastic control, mean-field, topology/graphs/signatures,
risk/robust inference, point processes, Kalman). Embedded
examples/mckean_vlasov.gif at the top. Added v2 benchmark table.
- examples/benchmark_v2.py: honest benchmark vs pure-Python/NumPy
references on intrinsically loopy workloads. Best-of-3, single-thread,
Apple M2: HMM 67.7x, DE 13.9x, signatures 11.2x, Hawkes 3.3x, MCMC 1.7x.
- examples/animate_mckean_vlasov.py + examples/mckean_vlasov.gif (5MB):
cinematic 800-particle mean-reverting McKean-Vlasov flow animation
using optimizr.mean_reverting_mckean_vlasov.
- tests/test_v2_api.py already in place: 20/20 pass.
79 lines
1.9 KiB
TOML
79 lines
1.9 KiB
TOML
[build-system]
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requires = ["maturin>=1.0,<2.0"]
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build-backend = "maturin"
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[project]
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name = "optimiz-rs"
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version = "2.0.0"
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description = "High-performance optimization algorithms in Rust with Python bindings"
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authors = [
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{name = "HFThot Research Lab", email = "contact@hfthot-lab.eu"}
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]
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readme = "README.md"
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license = {text = "MIT"}
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requires-python = ">=3.8"
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classifiers = [
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"Development Status :: 4 - Beta",
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"Intended Audience :: Developers",
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"Intended Audience :: Science/Research",
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"License :: OSI Approved :: MIT License",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.8",
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"Programming Language :: Python :: 3.9",
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"Programming Language :: Python :: 3.10",
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"Programming Language :: Python :: 3.11",
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"Programming Language :: Python :: 3.12",
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"Programming Language :: Rust",
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"Topic :: Scientific/Engineering",
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"Topic :: Scientific/Engineering :: Mathematics",
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"Topic :: Software Development :: Libraries :: Python Modules",
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]
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dependencies = [
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"numpy>=1.20.0",
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]
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[project.optional-dependencies]
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dev = [
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"pytest>=7.0",
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"pytest-cov>=4.0",
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"black>=23.0",
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"ruff>=0.1.0",
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"mypy>=1.0",
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]
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scipy = [
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"scipy>=1.7.0",
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]
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all = [
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"optimizr[dev,scipy]",
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]
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[project.urls]
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Homepage = "https://hfthot-lab.eu"
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Documentation = "https://optimiz-r.readthedocs.io"
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Repository = "https://github.com/ThotDjehuty/optimiz-r"
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Issues = "https://github.com/ThotDjehuty/optimiz-r/issues"
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[tool.maturin]
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python-source = "python"
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module-name = "optimizr._core"
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features = ["python-bindings"]
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[tool.pytest.ini_options]
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testpaths = ["tests"]
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python_files = "test_*.py"
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python_functions = "test_*"
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[tool.black]
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line-length = 100
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target-version = ['py38', 'py39', 'py310', 'py311', 'py312']
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[tool.ruff]
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line-length = 100
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target-version = "py38"
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[tool.mypy]
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python_version = "3.8"
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warn_return_any = true
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warn_unused_configs = true
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disallow_untyped_defs = true
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