An easy to use Flux implementation of the Kolmogorov Arnold Network. This is a Julia version of TorchKAN.

Julia Package for Financial Monte Carlo Simulations

Your local Flux surgeon

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Conditional probability distributions powered by DistributionsAD.jl

Electrochemical reaction rate modeling and nonequilibrium phase maps (via AD)

The Julia implementation of the generalised hierarchical Gaussian filter

SeaPearl's pool of examples

Differentiable tree-based models for tabular data

Load/save geospatial data compatible with the GeoStats.jl framework

Implementation of domain specific language (DSL) for probabilistic graphical models

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods

General Relativistic Orbital Dynamics in Julia

Easily optimize generic performance metrics in differentiable learning.

Lazy, structured, and efficient operations with kernel matrices.

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Nonlinear regression in Julia

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From Semiconductor to TransistorLevel Modeling in Julia

MeshGraphNets.jl is a software package for the Julia programming language that provides an implementation of the MeshGraphNets framework by Google DeepMind for simulating mesh-based physical systems via graph neural networks.

Simple, blazing fast, transformer components.

Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data

Integrating Neural Ordinary Differential Equations, the Method of Lines, and Graph Neural Networks

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Representing machine learning models using mathematical programming

Kriging estimators for the GeoStats.jl framework

A pure Julia implementation of the Targeted Minimum Loss-based Estimation

A neural network accelerated solver for mixed-strategy solutions of trajectory games. Do you even lift?

Some convenient hacks when using Nonconvex.jl.

Numerical integration over Meshes.jl geometry domains

Toolkit for analysis of radiation spectra in Julia

An Open-Source End-to-End Pipeline for Spiral Magnetic Resonance Image (MRI) Reconstruction in Julia

Estimation of calibration errors.

A flexible toolkit for simulation based inference in Julia

Differentiable JUlia ICE model

Estimation for sharp regression discontinuity designs.

Package that provides a integrated Julia workflow for molecular dyanmics simulations.

Training images for geostastical simulation