Neural Networks Packages

NeuralNetDiffEq.jl966PhysicsInformed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NNlib.jl201Neural Network primitives with multiple backends

InvertibleNetworks.jl149A Julia framework for invertible neural networks

ONNX.jl139Read ONNX graphs in Julia

FluxArchitectures.jl123Complex neural network examples for Flux.jl

RecurrentNN.jl111Deep RNN, LSTM, GRU, GFRNN, and GFLSTMs in Julia

Boltzmann.jl68Restricted Boltzmann Machines in Julia

ChainPlots.jl64Visualization for Flux.Chain neural networks

ANN.jl55Julia artificial neural networks

FMIFlux.jl55FMIFlux.jl is a freetouse software library for the Julia programming language, which offers the ability to place FMUs (fmistandard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

ONNXNaiveNASflux.jl43Import/export ONNX models

SumProductNetworks.jl38Sumproduct networks in Julia.

NeuralNets.jl35Generic artificial neural networks in Julia

SpikeNet.jl20A spiking neural network simulator written in Julia.

NeuralNetworks.jl10Hacking torchlike neural networks in Julia

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

RNN.jl3RNN package for Julia

KnetOnnx.jl3Move your models to Knet!

MultiLabelNeuralNetwork.jl3A simple feedforward neural network for multilabel classification

StackedNets.jl1
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