likelihood

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.

kingaa/pomp

R package for statistical inference using partially observed Markov processes

m-clark/bayesian-basics

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

argmaxml/conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

jkirkby3/pymle

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

JuliaGaussianProcesses/GPLikelihoods.jl

Provides likelihood functions for Gaussian Processes.

DiegoUsaiUK/Propensity_Modelling

Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign

xflouris/libpll

Phylogenetic Likelihood Library

anisghaoui/humolire

HuMoLiRe is a Pedestrian Dead-Reckoning Particle Filter Map-aided system that leverages human motion likelihood in indoor spaces to estimate their position. This repository is the dataset and software published with its paper.

insysbio/LikelihoodProfiler.jl

LikelihoodProfiler is a Julia package for practical identifiability analysis and confidence intervals evaluation.

DanielVandH/ProfileLikelihood.jl

Methods for profile likelihood analysis.

Droliven/diverse_sampling

Official project of DiverseSampling (ACMMM2022 Paper)

gundam-organization/gundam

GUNDAM, for Generalized and Unified Neutrino Data Analysis Methods, is a suite of applications which aims at performing various statistical analysis with different purposes and setups.

threeML/hawc_hal

HAWC Accelerated Likelihood - python-only framework for HAWC data analysis

JuliaMath/DensityInterface.jl

Interface for mathematical/statistical densities in Julia

zfit/zfit-tutorials

Interactive zfit tutorials

KLFitter/KLFitter

Repository hosting the KLFitter library – the Kinematic Likelihood Fitter.

gasparian/target-likelihood-encoding

Generate target statistics

janvdbroek/Generalized-Linear-Models

An introduction to some generalized linear models using the likelihood approach and R. (scroll down for a menu)

OpheliaMiralles/pykelihood

package useful for likelihood-based inference

eschanet/simplify

Create and validate simplified likelihoods from full likelihoods.

jabbring/mht-likelihood

Replication package for Abbring and Salimans (2021), "The Likelihood of Mixed Hitting Times," with MATLAB code for estimating mixed hitting-time models

marius311/cosmoslik

Cosmology Sampler of LIKelihoods

osofr/condensier

Non-parametric conditional density estimation with binned conditional histograms

planck-npipe/lollipop

A cobaya low-ell likelihood polarized for planck 2020 data (NPIPE release)

xgarrido/spt_likelihoods

Cobaya likelihoods for SPT experiment

ast0815/remu

ReMU - Response Matrix Utilities

DarkMachines/pyBAMBI

Resurrecting BAMBI for the pythonic deep learning era

DarkWake9/IceCube-Package

This repository contains the code used to perform the analysis described in the paper "A stacked search for spatial coincidences between IceCube neutrinos and radio pulsars" (https://arxiv.org/abs/2306.03427). The code is written in Python 3.10 and uses the following packages: numpy, scipy, matplotlib, pandas, numba, multiprocessing.

LSSTDESC/Smokescreen

A library of methods to mitigate experimenter bias in the LSST DESC cosmology analysis

simonsobs/LAT_MFLike

Multifrequency Likelihood for SO Large Aperture Telescope

FirstHandScientist/EM-GM

GenMM

insysbio/LikelihoodProfiler.py

paulnorthrop/lite

Likelihood-Based Inference for Time Series Extremes

planck-npipe/hillipop

A cobaya high-ell likelihood polarized for planck 2020 data (NPIPE release)