Model Fitting Python Packages

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.

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.

pkynetics

A Python library for thermal analysis and reaction kinetics. Supports DSC, TGA, and dilatometry with tools for model-fitting (JMAK, Kissinger), model-free (Friedman, KAS, OFW) analysis, data processing, and visualization.

torchbearer

torchbearer: A model fitting library for PyTorch

neurotune

Package for fitting/optimization of NeuroML models

georacoon

The GeoRacoon (GR) is out and about -- ready to tackle Geographic Raster

jetset

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

orbdot

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

rlfit

Package for fitting reinforcement learning model to behavior data under multi-armed bandits