Metadata-Version: 2.4
Name: mnfld
Version: 0.0.1
Summary: Signal geometry compute engine. Eigendecomposition, FTLE, thermodynamics, coherence. Observations in, parquets out.
Author: Jason Rudder
License: MIT
Keywords: dynamical-systems,diagnostics,eigendecomposition,lyapunov,ftle,time-series
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE.md
Requires-Dist: numpy>=1.20.0
Requires-Dist: scipy>=1.7.0
Requires-Dist: polars>=0.20.0
Requires-Dist: joblib>=1.0.0
Requires-Dist: pyyaml>=6.0
Requires-Dist: pyarrow>=8.0
Provides-Extra: dev
Requires-Dist: pytest>=6.0; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: black; extra == "dev"
Requires-Dist: isort; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: mypy; extra == "dev"
Provides-Extra: dynamics
Requires-Dist: nolds>=0.5.0; extra == "dynamics"
Provides-Extra: ml
Requires-Dist: scikit-learn>=1.0.0; extra == "ml"
Provides-Extra: topology
Requires-Dist: ripser>=0.6; extra == "topology"
Requires-Dist: persim>=0.3; extra == "topology"
Provides-Extra: hmm
Requires-Dist: hmmlearn>=0.3.0; extra == "hmm"
Provides-Extra: all
Requires-Dist: manifold[dynamics,hmm,ml,topology]; extra == "all"
Dynamic: license-file

# Manifold

Dynamical systems computation engine.
