Dependency Packages
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TensorFlow.jl884A Julia wrapper for TensorFlow
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FastAI.jl589Repository of best practices for deep learning in Julia, inspired by fastai
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DFTK.jl426Density-functional toolkit
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Molly.jl389Molecular simulation in Julia
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GeometricFlux.jl348Geometric Deep Learning for Flux
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NeuralOperators.jl262DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
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MLDatasets.jl227Utility package for accessing common Machine Learning datasets in Julia
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JuLIP.jl83Julia Library for Interatomic Potentials
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AtomsBase.jl81A Julian abstract interface for atomic structures.
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SolidStateDetectors.jl77Solid state detector field and charge drift simulation in Julia
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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PorousMaterials.jl50Julia package towards classical molecular modeling of nanoporous materials
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CrystalNets.jl41A julia package for the manipulation of crystal net representations and topology
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ChemistryFeaturization.jl41Interface package for featurizing atomic structures
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Chemfiles.jl36Julia bindings to chemfiles
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ASE.jl34Julia Bindings for Atomic Simulation Environment
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Corpuscles.jl31Julia package for particle physics
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QuantumDynamics.jl30Quantum dynamics simulation environment
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InteratomicPotentials.jl27Contains methods and types for a variety interatomic potentials.
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FluxKAN.jl24An easy to use Flux implementation of the Kolmogorov Arnold Network. This is a Julia version of TorchKAN.
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Xtals.jl21Working with crystal structures
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ChemfilesViewer.jl20Julia library to visualize molecules and other chemical structures
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Mendeleev.jl19A Julia package for accessing chemical elements data.
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PoreMatMod.jl17A find-and-replace tool for crystal structure models. implements (i) subgraph matching and (ii) point set alignment to search a parent crystal for a query fragment, then align and install a replacement fragment in its place.
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AtomsIO.jl17Standard input/output package for AtomsBase-compatible structures
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ComplexMixtures.jl15Package to perform minimum-distance distribution analyses of complex solute-solvent interactions
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Atomistic.jl15Package that provides a integrated Julia workflow for molecular dyanmics simulations.
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ReducedBasis.jl14Reduced basis methods for parametrised eigenproblems
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QuantumESPRESSOBase.jl14Provides basic data structures and helpful functions for manipulating structures, generating input files, pre-running error checks, etc.
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AtomsCalculators.jl13A Julian abstract interface for atomistic calculators.
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BiochemicalAlgorithms.jl13The Biochemical Algorithms Library in Julia
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ExtXYZ.jl13Extended XYZ read/write support for Julia
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AtomGraphs.jl12Graph-building for AtomicGraphNets
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DFControl.jl11DFT control
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SimpleCrystals.jl11An interface for generating simple crystal structures for molecular dynamics simulations.
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NeighbourLists.jl11Neighbour list for particle simulations based on matscipy
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PDBTools.jl11Simple structure and functions to read and write PDB files
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Cclib.jl9Parsers and algorithms for computational chemistry logfiles (Julia bindings to the cclib Python package).
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MolSimToolkit.jl9A set of tools for analyzing molecular dynamics simulations
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ElemCo.jl8Julia implementation of various electron-correlation methods (main focus on coupled cluster methods).
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