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@mach3-software

mach3-software

A Bayesian fitting software framework

MaCh3

The MaCh3 Framework

MaCh3 is a fitting and analysis framework that originated in 2013 as a Bayesian Markov Chain Monte Carlo (MCMC) fitter for the T2K neutrino oscillation analysis. Since then, its functionality and usability have grown substantially, with the framework now supporting analyses for experiments including Hyper-Kamiokande and DUNE.

Official webpage: https://mach3-software.github.io/MaCh3/

Using MaCh3

The MaCh3 ecosystem consists of several repositories:

  • MaCh3 - The Core of the MaCh3 framework, responsible for the fitting algorithms, parameter handling, and reweighting routines.

  • MaCh3Tutorial - An introduction to using MaCh3 through a toy pseudo-experiment, with all required inputs provided and ready to use.

  • MaCh3SbiTools - Tools for Simulation-Based Inference (SBI) with MaCh3, enabling Bayesian inference techniques beyond traditional MCMC fitting.

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  1. MaCh3 MaCh3 Public

    The official repository for MaCh3

    C++ 14 11

  2. MaCh3Tutorial MaCh3Tutorial Public

    Tutorial how to use MaCh3

    C++ 10 4

  3. MaCh3SbiTools MaCh3SbiTools Public

    SBI Tools to work with MaCh3

    Python 2

  4. MaCh3-PythonUtils MaCh3-PythonUtils Public

    Python Utils for use with MaCh3!

    Jupyter Notebook 4

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