Comparing performance and results of mcmc options using Julia

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Clima's Land Model

The ideal tool for exploring global marine biogeochemical cycles.

TreeParzen.jl, a pure Julia hyperparameter optimiser with MLJ integration

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Makie plotting recipes for Gridap

Scruff.jl

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

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.

Time stepping for Gridap

Create parameter estimation problems for ODE models

Julia interface for Reading from the Earth System Datacube

Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)

Generative Models with trainable conditional distributions in Julia!

Julia Toolkit with fairness metrics and bias mitigation algorithms

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

Interpretable Machine Learning via Rule Extraction

A turbulence-convection single column model cloud parameterization.

Quantum dynamics simulation environment

A Julia package for interacting with the Hugging Face dataset repository.

Neural Network based models for Natural Language Processing

Composable contracts, models, and functions that allow for modeling of both simple and complex financial instruments

Provides PETSc solvers to the Gridap project

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

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

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

Julia package for browsing tables that that implement the Tables.jl interface as HTML.

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A Julia toolbox with resampling methods to correct for class imbalance.

Pruning framework and methods for Flux

Efficient transducers for Julia

A unified interface for simulating and evaluating sequential sampling models in Julia.

Learning state-space targets in dynamical systems

A Julia package for Aeroacoustics

Lightweigth package to print a table that implements the Tables.jl interface in Markdown.

NuclearToolkit.jl: Julia package for nuclear structure calculations

Boson sampling tools for Julia

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