Dependency Packages

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

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

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

OceanBioME.jl7🌊 🦠 🌿 A fast and flexible modelling environment written in Julia for modelling the coupled interactions between ocean biogeochemistry, carbonate chemistry, and physics

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

MPSKitModels.jl6

SpinGlassEngine.jl1

Quiqbox.jl24Exploring the computational power of fermionic quantum systems. Ab initio computation and basis set optimization for electronic structure problems.

QuantumSavory.jl8

QuantumSymbolics.jl18Computer algebra tools for symbolic manipulations in quantum mechanics and quantum information

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

DistributedFactorGraphs.jl24Abstraction layer for spanning factor graphs over various technologies

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

CuYao.jl29CUDA extension for Yao.jl

ITensorNetworks.jl18A package with general tools for working with higherdimensional tensor networks based on ITensor.

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

JunctionTrees.jl22A metaprogrammingbased implementation of the junction tree algorithm.

GraphPPL.jl13DSL for probabilistic models specification and probabilistic programming.

ADRIA.jl3ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multicriteria decision support platform for informing reef restoration and adaptation interventions.

Lints.jl12Libint2 interface to Julia

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

Oceanostics.jl17

AlgorithmicRecourseDynamics.jl4A Julia package for modelling Algorithmic Recourse Dynamics.

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

SparseArrayKit.jl20Sparse multidimensional arrays using DOK or COO format, with support for TensorOperations.jl

KnetNLPModels.jl8An NLPModels Interface to Knet

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

NNHelferlein.jl3Little helpers for neural networks in the Knet ecosystem

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

GeometricFlux.jl330Geometric Deep Learning for Flux

ReactiveMP.jl74Highperformance reactive messagepassing based Bayesian inference engine

TensorNetworkCodes.jl1TensorNetworkCodes is a Julia library developed to support the following research: https://arxiv.org/abs/2109.11996

PencilFFTs.jl69Fast Fourier transforms of MPIdistributed Julia arrays

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

Transformers.jl420Julia Implementation of Transformer models

QuantumCumulants.jl52Generalized meanfield equations in open quantum systems

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

GenericTensorNetworks.jl51Generic tensor networks for solution space properties.

QuantumDynamics.jl21Quantum dynamics simulation environment

QuantumOpticsBase.jl36Base functionality library for QuantumOptics.jl
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