Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

Pseudo Likelihood Maximization for protein in Julia

Neuroimaging in Julia

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

Partitioning images into meaningful regions

A CPU- and GPU-friendly package for solving ordinary differential equations

Measure the distance between two spectra/signals using optimal transport and related metrics

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Compressed storage for SNP data

Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations

Image feature detection for the Julia language

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Julia library for deep reinforcement learning

Fast, LoopVectorization.jl-based summary statistics

A nearest neighbor search library with exact and approximate algorithms

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

Experimental framework for automatic differentiation finite-volume simulators

Fast image quilting simulation solver for the GeoStats.jl framework

Life Actuarial Maths

Methods for computational information geometry

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

A Petri net modeling framework for the Julia programming language

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

Common functions in actuarial and financial routines

Unified contact simulaton and collision detection

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

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

Detect and track blobs in video

Total Variation Regularized Numerical Differentiation

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

Quantum Toolbox in Julia

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

Julia Bindings for Atomic Simulation Environment

High-level model-order reduction to automate the acceleration of large-scale simulations

Create parameter estimation problems for ODE models

Fast estimation of generalized linear models with high dimensional categorical variables in Julia

Unitful and differentiable gravitational N-body simulation code in Julia

Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.

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