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Model Fitting Python Packages

Python packages with the GitHub topic model-fitting. Sorted by relevance, with stars and monthly downloads.
zfit
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.

1.3M 203 63
chasmani
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.

136K 127 26
pytorchbearer
torchbearer

A model training library for pytorch

2K 641 63
NeuralEnsemble
neurotune

Package for fitting/optimization of NeuroML models

713 18 11
PPeitsch
pkynetics

A comprehensive library for thermal analysis kinetic methods

363 5 1
andreatramacere
jetset

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

331 41 15
nrgrp
rlfit

Fitting reinforcement learning model to behavior data under bandits.

110 2 0
simonehagey
orbdot

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

96 1 1
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