zfit: Scalable Pythonic Model Fitting for High Energy Physics
JSON →zfit is a modern, scalable Python library for statistical model fitting, primarily designed for High Energy Physics but applicable broadly. It leverages TensorFlow (and optionally JAX) for accelerated computations on CPUs and GPUs, offering a user-friendly API for defining, manipulating, and fitting complex probability density functions. The current version is 0.28.0, with a release cadence of typically a few months between minor versions, often driven by new feature development and backend compatibility updates.
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Resources
githubgithub.com/zfit/zfit ↗
packagepypi.org/project/zfit/ ↗
homepagezfit.readthedocs.io ↗
API endpoints
full doc /v1/registry/zfit
install /v1/registry/zfit/install
compatibility /v1/registry/zfit/compatibility