Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Distributed High-Performance Symbolic Regression in Julia

Named dimensions and indexing for julia arrays and other data

Grid-based simulations in Julia

Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

Raster manipulation for the Julia language

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Exploratory analysis of Bayesian models with Julia

Ridiculously fast symbolic expressions

Yet Another XArray-like Julia package

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Tools to analyze and manipulate climate (spatiotemporal) data. Also used by ClimateTools and ClimatePlots

Sole.jl – Long live transparent modeling!

Julia interface for Reading from the Earth System Datacube

Visualization of astronomical images

Tools for simulating organism dispersal

Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.

Evaluate catch22 time-series features in Julia

WIP: Wrapper package for the sample method in Stan's cmdstan executable.

A convenient package for working with time series (time-indexed arrays)

Package to analyse VIIRS nighttime lights

A flexible toolkit for simulation based inference in Julia

Storage for results of Bayesian inference

A pure Julia package built on top of Rasters.jl for visualizing, analyzing, and processing remotely sensed imagery.

EHT Image domain analysis through template matching.

ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multi-criteria decision support platform for informing reef restoration and adaptation interventions.

Building and using pyramids for large raster data

Symbolic modeling in Julia!

Types and constructors for spatially referenced graphs.

Julia implementation of Modal Decision Trees & Forests, for interpretable classification of spatial and temporal data. Long live Symbolic Learning!!

A simple library for handling NMR data in Julia

Manage unstructured and multimodal datasets!

Next generation permafrost process modeling in the Julia programming language.

Generate population growth rate maps from spatial data

Stan versions of StatisticalRethinking models.

Just the Comrade Models

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Low-cost linear algebra functions for matrices with units

Interpolation between areas (polygons) in Julia

An iteractive DynamicGrids.jl UI for Jupyter, atom, desktop and the web.