Dependency Packages

Flux.jl2993Relax! Flux is the ML library that doesn't make you tensor

Knet.jl1273Koç University deep learning framework.

AlphaZero.jl842A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

DiffEqFlux.jl510Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

Oceananigans.jl433🌊 Fast and friendly fluid dynamics on CPUs and GPUs

NeuralPDE.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralNetDiffEq.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

TensorOperations.jl233Julia package for tensor contractions and related operations

GeometricFlux.jl200Geometric Deep Learning for Flux

Metalhead.jl200Computer vision models for Flux

Transformers.jl191Julia Implementation of Transformer models

GalacticOptim.jl178Local, global, and beyond optimization for scientific machine learning (SciML)

Surrogates.jl131Surrogate modeling and optimization for scientific machine learning (SciML)

RayTracer.jl116Differentiable RayTracing in Julia

Molly.jl108Molecular simulation in Julia

AugmentedGaussianProcesses.jl105Gaussian Process package based on data augmentation, sparsity and natural gradients

DiffEqGPU.jl100GPUacceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

ParallelStencil.jl94Package for writing highlevel code for parallel highperformance stencil computations that can be deployed on both GPUs and CPUs

FourierFlows.jl92Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

Omega.jl86Causal, HigherOrder, Probabilistic Programming

Yota.jl83Reversemode automatic differentiation in Julia

ONNX.jl80Read ONNX graphs in Julia

OMEinsum.jl75One More Einsum for Julia! With runtime orderspecification and highlevel adjoints for AD

MLJFlux.jl69An interface to the deep learning package Flux.jl from the MLJ.jl toolbox

GeophysicalFlows.jl68Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

EvoTrees.jl66Boosted trees in Julia

TensorKit.jl65A Julia package for largescale tensor computations, with a hint of category theory

Avalon.jl63Starter kit for legendary models

ProbabilisticCircuits.jl62Probabilistic Circuits from the Juice library

TensorNetworkAD.jl56Algorithms that combine tensor network methods with automatic differentiation

QuantumInformation.jl54A Julia package for numerical computation in quantum information theory

Flux3D.jl543D computer vision library in Julia

Mill.jl50Multiple Instance Learning Library is build on top of Flux.jl aimed to prototype flexible multiinstance learning models.

Lilith.jl45Renamed to Avalon.jl

MIRT.jl42MIRT: Michigan Image Reconstruction Toolbox (Julia version)

DeepQLearning.jl40Implementation of the Deep Qlearning algorithm to solve MDPs

Kinetic.jl39Universal modeling and simulation of fluid dynamics upon machine learning

QuantumLab.jl39A workbench for Quantum Chemistry and Quantum Physics in Julia

ObjectDetector.jl38Pure Julia implementations of singlepass object detection neural networks.

FluxJS.jl38I heard you like compile times
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