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The Top 23 Neural Network Julia Open Source Projects

Open source projects categorized as Neural Network Julia
Categories > Machine Learning > Neural Network
Flux.jl ⭐ 4,318
Relax! Flux is the ML library that doesn't make you tensor
most recent commit 3 months ago
Knet.jl ⭐ 1,336
Koç University deep learning framework.
most recent commit 2 years ago
Beautifulalgorithms.jl ⭐ 1,281
Concise and beautiful algorithms written in Julia
most recent commit 4 months ago
Neuralpde.jl ⭐ 864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
most recent commit 3 months ago
Diffeqflux.jl ⭐ 810
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
most recent commit 3 months ago
Lux.jl ⭐ 382
Explicitly Parameterized Neural Networks in Julia
most recent commit 4 months ago
Componentarrays.jl ⭐ 258
Arrays with arbitrarily nested named components.
most recent commit 4 months ago
Deepneuralclassifier ⭐ 243
Deep neural network using rectified linear units to classify hand written symbols from the MNIST dataset.
most recent commit a year ago
Neuralverification.jl ⭐ 215
Methods to soundly verify deep neural networks
most recent commit 4 months ago
Autograd.jl ⭐ 160
Julia port of the Python autograd package.
most recent commit 2 years ago
Adcme.jl ⭐ 158
Automatic Differentiation Library for Computational and Mathematical Engineering
most recent commit 3 years ago
Merlin.jl ⭐ 138
Deep Learning for Julia
most recent commit 4 years ago
Invertiblenetworks.jl ⭐ 131
A Julia framework for invertible neural networks
most recent commit 5 months ago
Mipverify.jl ⭐ 111
Evaluating Robustness of Neural Networks with Mixed Integer Programming
most recent commit 3 months ago
Recurrentnn.jl ⭐ 96
Deep RNN, LSTM, GRU, GF-RNN, and GF-LSTMs in Julia
most recent commit 7 years ago
Juliaconnector ⭐ 93
A functionally oriented interface for calling Julia from R
most recent commit 5 months ago
Betaml.jl ⭐ 83
Beta Machine Learning Toolkit
most recent commit 3 months ago
Pyrates ⭐ 68
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
most recent commit 4 months ago
Highdimpde.jl ⭐ 61
A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
most recent commit 3 months ago
Ann.jl ⭐ 58
Julia artificial neural networks
most recent commit 5 years ago
Latte.jl ⭐ 53
A high-performance DSL for deep neural networks in Julia
most recent commit a year ago
Knet The Julia Dope ⭐ 52
An interactive book on deep learning. Much easy, so Knet. Wow.
most recent commit 6 years ago
Deepequilibriumnetworks.jl ⭐ 46
Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
most recent commit 3 months ago
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