Dependency Packages

TensorFlow.jl866A Julia wrapper for TensorFlow

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

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

QuantumOptics.jl459Library for the numerical simulation of closed as well as open quantum systems.

Transformers.jl420Julia Implementation of Transformer models

ITensors.jl371A Julia library for efficient tensor computations and tensor network calculations

TensorOperations.jl351Julia package for tensor contractions and related operations

GeometricFlux.jl330Geometric Deep Learning for Flux

NiLang.jl243A differential eDSL that can run faster than light and go back to the past.

DynamicHMC.jl231Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

MLDatasets.jl204Utility package for accessing common Machine Learning datasets in Julia

Caesar.jl173Robust robotic localization and mapping, together with www.NavAbility.io. Reach out to info@navability.io for help.

Omega.jl155Causal, HigherOrder, Probabilistic Programming

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

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

Strided.jl128A Julia package for strided array views and efficient manipulations thereof

TensorCast.jl126It slices, it dices, it splices!

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

DiffEqBayes.jl117Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Fermi.jl116Fermi quantum chemistry program

PastaQ.jl114Package for Simulation, Tomography and Analysis of Quantum Computers

MultilayerGraphs.jl88A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

QuantumInformation.jl85A Julia package for numerical computation in quantum information theory

CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

TensorNetworkAD.jl74Algorithms that combine tensor network methods with automatic differentiation

ReactiveMP.jl74Highperformance reactive messagepassing based Bayesian inference engine

MPSKit.jl73Contains code for tackling 1 dimensional (quantum) problems using tensor network algorithms.

IncrementalInference.jl70Clique recycling nonGaussian (multimodal) factor graph solver; also see Caesar.jl.

PencilFFTs.jl69Fast Fourier transforms of MPIdistributed Julia arrays

RxInfer.jl69Julia package for automated Bayesian inference on a factor graph with reactive message passing

IonSim.jl62A simple tool for simulating trapped ion systems

RoME.jl56Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.

QuantumCumulants.jl52Generalized meanfield equations in open quantum systems

GenericTensorNetworks.jl51Generic tensor networks for solution space properties.

PencilArrays.jl48Distributed Julia arrays using the MPI protocol

QuantumLab.jl46A workbench for Quantum Chemistry and Quantum Physics in Julia

Ripserer.jl45Flexible and efficient persistent homology computation.

Dynare.jl44A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

Pickle.jl43An experimental package for loading and saving object in Python Pickle format.
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