Dependency Packages
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TensorFlow.jl866A Julia wrapper for TensorFlow
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Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
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DiffEqTutorials.jl694Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai
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QuantumOptics.jl459Library for the numerical simulation of closed as well as open quantum systems.
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Transformers.jl420Julia Implementation of Transformer models
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ITensors.jl371A Julia library for efficient tensor computations and tensor network calculations
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TensorOperations.jl351Julia package for tensor contractions and related operations
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GeometricFlux.jl330Geometric Deep Learning for Flux
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DynamicHMC.jl231Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
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MLDatasets.jl204Utility package for accessing common Machine Learning datasets in Julia
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Caesar.jl173Robust robotic localization and mapping, together with www.NavAbility.io. Reach out to info@navability.io for help.
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Omega.jl155Causal, Higher-Order, Probabilistic Programming
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NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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TensorCast.jl126It slices, it dices, it splices!
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TensorKit.jl118A Julia package for large-scale tensor computations, with a hint of category theory
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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
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Fermi.jl116Fermi quantum chemistry program
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PastaQ.jl114Package for Simulation, Tomography and Analysis of Quantum Computers
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MultilayerGraphs.jl88A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
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QuantumInformation.jl85A Julia package for numerical computation in quantum information theory
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CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.
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MPSKit.jl73Contains code for tackling 1 dimensional (quantum) problems using tensor network algorithms.
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IncrementalInference.jl70Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
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PencilFFTs.jl69Fast Fourier transforms of MPI-distributed Julia arrays
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IonSim.jl62A simple tool for simulating trapped ion systems
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RoME.jl56Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
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QuantumCumulants.jl52Generalized mean-field equations in open quantum systems
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PencilArrays.jl48Distributed Julia arrays using the MPI protocol
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QuantumLab.jl46A workbench for Quantum Chemistry and Quantum Physics in Julia
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Dynare.jl44A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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Pickle.jl43An experimental package for loading and saving object in Python Pickle format.
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MCMCBenchmarks.jl37Comparing performance and results of mcmc options using Julia
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BioMakie.jl36User interface tools for bioinformatics.
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QuantumOpticsBase.jl36Base functionality library for QuantumOptics.jl
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QXTools.jl36Julia package for quantum circuit simulation using tensor networks
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Scruff.jl31Scruff.jl
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SparseGaussianProcesses.jl29A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.
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ITensorTDVP.jl26Time dependent variational principle (TDVP) of MPS based on ITensors.jl.
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BliContractor.jl25TensorOperations.jl compatible fast contractor for Julia, based on TBLIS, with generic strides and automatic differentiation support, within 400 lines.
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