Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

Fermi quantum chemistry program

Gaussian Process package based on data augmentation, sparsity and natural gradients

Interactive display of images and movies

Journal-style regression tables

System Identification toolbox, compatible with ControlSystems.jl

Beautiful and flexible vizualizations of high dimensional data

The Base interface of the SciML ecosystem

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Proximal operators for nonsmooth optimization in Julia

A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

Algorithms from circuit theory to predict connectivity in heterogeneous landscapes

Library for finding the roots of a function using interval arithmetic

A Julia package dedicated to simulating quantum many-body systems using Matrix Product States (MPS)

ODE integration using Taylor's method, and more, in Julia

Technical analysis of financial time series in Julia

Improved thread management for background and nonuniform tasks in Julia. Docs at https://tro3.github.io/ThreadPools.jl

For working with dimensions of arrays by name

Complex neural network examples for Flux.jl

Julia package for simulating Dynamics on Networks

Algorithms and data structures for game theory in Julia

Differentiating convex optimization programs w.r.t. program parameters

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

A Julia implementation of basic tools for time series analysis compatible with incomplete data.

A Julia implementation of basic tools for time series analysis compatible with incomplete data.

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

Flexible tables with ordered indices

Arrays which also have a label for each element for easy scientific machine learning (SciML)

A flexible neural net training library inspired by fast.ai

Julia interface to gnuplot

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Perceptually Uniform Colour Maps for Julia

Algebraic Multigrid in Julia

Large-scale, distributed, sparse linear algebra in Julia.

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.

Climate science package for Julia