Structure Preserving Machine Learning Models in Julia

Define material parameters, perform non-dimensionalization and provide computational routines for material parameters in geodynamic simulations

Signal analysis toolbox for Julia

Computational graph representation of multiloop Feynman diagrams

I heard you like compile times

Boundary value problem (BVP) solvers for scientific machine learning (SciML)

Flexible data augmentation library for machine and deep learning

Experimental framework for automatic differentiation finite-volume simulators

Implementations of single and multi-ellipsoid nested sampling

A Julia package for constrained iterative LQR (iLQR)

Life Actuarial Maths

Interface package for featurizing atomic structures

Evolve Flux networks from scratch!

A suite of tools for solving Nonlinear Schrodinger equations via higher-order algorithms and Darboux transformations.

Exact linear algebra functions

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Methods for computational information geometry

A Petri net modeling framework for the Julia programming language

RHEOS - Open Source Rheology data analysis software

Julia package for working with special matrix types.

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

Common functions in actuarial and financial routines

SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit

Unified contact simulaton and collision detection

Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

A Julia package for classical orthogonal polynomials and expansions

Data visualization in Julia

Julia Interface to libsndfile

Convenient way to handle simple graphs and digraphs

Comparing performance and results of mcmc options using Julia

High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data

Julia package for PEPS algorithms

Examples of how to use the modeling capabilities developed under the Scalable Integrated Infrastructure Planning Initiative at NREL.

Fast 1D LTE stellar spectral synthesis

Clima's Land Model

Decompose a signal/timeseries into structure and noise or seasonal and residual components

Detect and track blobs in video

An efficient Julia framwork for Hierarchical Equations of Motion (HEOM) in open quantum systems

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

Total Variation Regularized Numerical Differentiation