https://github.com/compwa/tensorwaves

Python fitter package for multiple computational back-ends
https://github.com/compwa/tensorwaves

cas jax minimizer optimizer python sympy tensorflow

Last synced: 2 months ago
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Python fitter package for multiple computational back-ends

• Host: GitHub
• URL: https://github.com/compwa/tensorwaves
• Owner: ComPWA
• License: apache-2.0
• Created: 2020-03-02T10:25:26.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2024-10-07T03:28:47.000Z (7 months ago)
• Last Synced: 2024-10-11T04:41:44.664Z (6 months ago)
• Topics: cas, jax, minimizer, optimizer, python, sympy, tensorflow
• Language: Python
• Homepage: https://tensorwaves.rtfd.io
• Size: 1.85 MB
• Stars: 10
• Watchers: 8
• Forks: 4
• Open Issues: 18
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff

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README

        
# TensorWaves

[![10.5281/zenodo.5526650](https://zenodo.org/badge/doi/10.5281/zenodo.5526650.svg)](https://doi.org/10.5281/zenodo.5526650)

[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://www.apache.org/licenses/LICENSE-2.0)

[![PyPI package](https://badge.fury.io/py/tensorwaves.svg)](https://pypi.org/project/tensorwaves)

[![Conda package](https://anaconda.org/conda-forge/tensorwaves/badges/version.svg)](https://anaconda.org/conda-forge/tensorwaves)

[![Supported Python versions](https://img.shields.io/pypi/pyversions/tensorwaves)](https://pypi.org/project/tensorwaves)

[![Binder](https://static.mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ComPWA/tensorwaves/stable?urlpath=lab)

[![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ComPWA/tensorwaves/blob/stable)

[![Open in Visual Studio Code](https://img.shields.io/badge/vscode-open-blue?logo=visualstudiocode)](https://open.vscode.dev/ComPWA/tensorwaves)

[![Documentation build status](https://readthedocs.org/projects/tensorwaves/badge/?version=latest)](https://tensorwaves.readthedocs.io)

[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/ComPWA/tensorwaves/main.svg)](https://results.pre-commit.ci/latest/github/ComPWA/tensorwaves/main)

[![pytest](https://github.com/ComPWA/tensorwaves/workflows/pytest/badge.svg)](https://github.com/ComPWA/tensorwaves/actions?query=branch%3Amain+workflow%3Apytest)

[![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](https://mypy.readthedocs.io)

[![Test coverage](https://codecov.io/gh/ComPWA/tensorwaves/branch/main/graph/badge.svg)](https://codecov.io/gh/ComPWA/tensorwaves)

[![Spelling checked](https://img.shields.io/badge/cspell-checked-brightgreen.svg)](https://github.com/streetsidesoftware/cspell/tree/master/packages/cspell)

[![code style: prettier](https://img.shields.io/badge/code_style-prettier-ff69b4.svg?style=flat-square)](https://github.com/prettier/prettier)

[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)

[![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)

TensorWaves is a fitter package that optimizes mathematical models to data samples. The

models can be any _symbolic_ mathematical expression that is then converted to any

computational backend. In addition, TensorWaves provides functionality to generate toy

Monte Carlo data samples. The package is developed in parallel with

[AmpForm](https://github.com/ComPWA/ampform), which implements physics models, but its

'lambdifying' mechanisms can in principle be used independently.

All documentation can be found on

[tensorwaves.rtfd.io](https://tensorwaves.readthedocs.io).

For an overview of **upcoming releases and planned functionality**, see

[here](https://github.com/ComPWA/tensorwaves/milestones?direction=asc&sort=title&state=open).

## Contribute

See [`CONTRIBUTING.md`](./CONTRIBUTING.md)