Noise modeling

Parameter estimation under uncertainty.

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The base package for Optimization.jl, containing the structs and basic functions for it.

A Julia package for regression in the sphere based on Universal Differential Equations

Ecosystem of numerical methods for microbial kinetics data analysis, from preprocessing to result interpretation.

Julia Package for Active Inference

Power spectrum inference of irregularly sampled time series using Gaussian Processes in Julia

Optimal experimental design of ODE and DAE systems in julia

Bayesian Safety Signal Detection in Julia

Repository for the BarBay Julia package for Bayesian inference of relative fitness on barcode sequencing data.

Geometry optimization for molecular simulation

Fast and flexible glacier ice flow models

Building and using pyramids for large raster data

The julia library for the peccon project

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A Julia package to provide RML imaging methods for high-resolution radio interferometry

High level functions for analyzing the output of simulations

Methods for the evaluation of maximum entropy distributions

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Estimation of thermodynamic parameters for the interaction of analytes with a stationary phase in GC.

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A Julia package for behavioural modeling

Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks

BOSS (Bayesian Optimization with Semiparametric Surrogate)

Symmetry-allowed k ⋅ p expansions

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The Julia implementation of the generalised hierarchical Gaussian filter

Statistical Inference to DEtermine KICKS on compact objects

Differentiable JUlia ICE model

Julia implementation of maximum entropy graph models

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A Julia implementation of estimation and validation algorithms for time series compatible with incomplete data.

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Bayesian Generalized Linear models using `@formula` syntax.

Preheat your MCMC

[WIP] Wrapper package for simulation and bayesian inference of behavioral models

An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.

Octofitter is a Julia package for performing Bayesian inference against direct images of exoplanets, relative astrometry, and astrometric acceleration of the host star.