Model Fitting Python Packages

zfit

Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functions. Its main focus is on scalability, parallelisation and user friendly experience.

piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

torchbearer

A model training library for pytorch

neurotune

Package for fitting/optimization of NeuroML models

pkynetics

A comprehensive library for thermal analysis kinetic methods

jetset

JetSeT a framework for self-consistent modeling and fitting of astrophysical relativistic jets

rlfit

Fitting reinforcement learning model to behavior data under bandits.

orbdot

A Python package for studying secular evolution of exoplanet orbits using observational data.