Dependency Packages

Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor

Knet.jl1403Koç University deep learning framework.

AlphaZero.jl1131A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

CUDA.jl974CUDA programming in Julia.

Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, oceanflavored fluid dynamics on CPUs and GPUs

DiffEqFlux.jl771Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

NeuralNetDiffEq.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralPDE.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

DiffEqTutorials.jl694Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai

Optimization.jl512Mathematical Optimization in Julia. Local, global, gradientbased and derivativefree. Linear, Quadratic, Convex, MixedInteger, and Nonlinear Optimization in one simple, fast, and differentiable interface.

ClimateMachine.jl433Climate Machine: an Earth System Model that automatically learns from data

Transformers.jl420Julia Implementation of Transformer models

WaterLily.jl405Fast and simple fluid simulator in Julia

CUDAnative.jl396Julia support for native CUDA programming

StaticCompiler.jl395Compiles Julia code to a standalone library (experimental)

TensorOperations.jl351Julia package for tensor contractions and related operations

GeometricFlux.jl330Geometric Deep Learning for Flux

Enzyme.jl311Julia bindings for the Enzyme automatic differentiator

Metalhead.jl297Computer vision models for Flux

Molly.jl281Molecular simulation in Julia

CuArrays.jl281A Curious Cumulation of CUDA Cuisine

Metal.jl266Metal programming in Julia

XGBoost.jl262XGBoost Julia Package

SpeedyWeather.jl256The little sister of a big weather forecast model

SciMLSensitivity.jl248A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimizethendiscretize, discretizethenoptimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

DiffEqSensitivity.jl248A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimizethendiscretize, discretizethenoptimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

ParallelStencil.jl238Package for writing highlevel code for parallel highperformance stencil computations that can be deployed on both GPUs and CPUs

AMDGPU.jl228AMD GPU (ROCm) programming in Julia

FourierFlows.jl161Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

Omega.jl155Causal, HigherOrder, Probabilistic Programming

GraphNeuralNetworks.jl153Graph Neural Networks in Julia

NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, PhysicsInformed Neural Operators, and more in Julia

EvoTrees.jl143Boosted trees in Julia

OMEinsum.jl143One More Einsum for Julia! With runtime orderspecification and highlevel adjoints for AD

SeaPearl.jl141Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

TopOpt.jl141A beautifully Julian topology optimization package.

RayTracer.jl141Differentiable RayTracing in Julia

GeophysicalFlows.jl135Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

TensorKit.jl118A Julia package for largescale tensor computations, with a hint of category theory
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