Neural Networks Packages

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

ONNX.jl122Read ONNX graphs in Julia

NNlib.jl165Neural Network primitives with multiple backends

InvertibleNetworks.jl101A Julia framework for invertible neural networks

FluxArchitectures.jl113Complex neural network examples for Flux.jl

FMIFlux.jl33FMIFlux.jl is a freetouse software library for the Julia programming language, which offers the ability to set up NeuralFMUs just like NeuralODEs: You can place FMUs (fmistandard.org) simply inside any feedforward ANN topology and keep the resulting hybrid model trainable with a standard (or custom) FluxML training process.

ChainPlots.jl42Visualization for Flux.Chain neural networks

ONNXNaiveNASflux.jl33Import/export ONNX models

SpikeNet.jl21A spiking neural network simulator written in Julia.

RecurrentNN.jl108Deep RNN, LSTM, GRU, GFRNN, and GFLSTMs in Julia

ANN.jl57Julia artificial neural networks

Boltzmann.jl66Restricted Boltzmann Machines in Julia

SumProductNetworks.jl36Sumproduct networks in Julia.

RNN.jl3RNN package for Julia

NeuralNets.jl36Generic artificial neural networks in Julia

NeuralNetworks.jl10Hacking torchlike neural networks in Julia

MultiLabelNeuralNetwork.jl3A simple feedforward neural network for multilabel classification

KnetOnnx.jl3Move your models to Knet!

StackedNets.jl1

FANN.jl5A Julia wrapper for the Fast Artificial Neural Network Library (FANN)
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