Differentiable tree-based models for tabular data

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

A tool for visualizing tensor network contractions.

MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules

Probabilistic inference using contraction of tensor networks

An multi-platform spiking neural network simulator

General Relativistic Orbital Dynamics in Julia

From Semiconductor to TransistorLevel Modeling in Julia

Useful tools for working with isometric or unitary tensors

A Julia wrapper for cusolverRF

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Simple, blazing fast, transformer components.

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.

Julia package for multicellular modeling

DynamicHMC versions of StatisticalRethinking models

A generic FEM solver by meta-expressions

Simulating Rydberg atom dynamics with Tensor Networks

Representing machine learning models using mathematical programming

Uniform interface for machine learning in Julia

An unofficial Julia wrapper for the RAPIDS.ai ecosystem using PythonCall.jl

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

Make turbulence with words

Julia implementation of ADMM solver on multiple GPUs

Plotting tools for Unfold.jl based on Makie.jl and AlgebraOfGraphics.jl

Simple Julia Lattice Boltzmann Solver for Thin Liquid Films and Droplets, approximating the thin film equation.

Package to simulate the thermal evolution of magmatic systems

Macros to define custom adjoints for TensorOperations.jl

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

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MPS and MPO methods based on ITensor (ITensors.jl)

Modern Hopfield layer implementations in Julia

A new lightweight package for Deep Learning with Julia

Train a spiking recurrent neural network

🧊 Coupled and stand-alone simulations of sea ice for Earth system modeling

CUDA integration for the NNlib API

Reduced basis methods for parametrised eigenproblems

Propagate waves efficiently, optically, physically, differentiably with Julia Lang.

Implementation of Integral Probability Measures in Julia

A library for machine learning datasets on graph

Adaptive stress testing of black-box systems within POMDPs.jl