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The Top 23 Julia Neural Open Source Projects

Open source projects categorized as Julia Neural
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
Ordinarydiffeq.jl ⭐ 479
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
most recent commit 3 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
Nnlib.jl ⭐ 187
Neural Network primitives with multiple backends
most recent commit 3 months 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
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
Grokking Deep Learning With Julia ⭐ 64
most recent commit 4 years ago
Ann.jl ⭐ 58
Julia artificial neural networks
most recent commit 5 years ago
Crnn ⭐ 57
Chemical Reaction Neural Network
most recent commit a year ago
Latte.jl ⭐ 53
A high-performance DSL for deep neural networks in Julia
most recent commit a year ago
Neuralprocesses.jl ⭐ 52
A framework for composing Neural Processes in Julia
most recent commit 3 years ago
Backpropneuralnet.jl ⭐ 45
A neural network in Julia
most recent commit 7 years ago
Restrictedboltzmannmachine ⭐ 35
Neural network trained as a generative model on the MNIST dataset using Persistent Contrastive Divergence.
most recent commit 4 years ago
Textmodels.jl ⭐ 23
Neural Network based models for Natural Language Processing
most recent commit a year ago
Faststyletransfer.jl ⭐ 21
Fast Neural Style Transfer in Julia
most recent commit 5 years ago
Simulatedneuralmoments.jl ⭐ 21
package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net
most recent commit 4 months ago
Neuralquantum.jl ⭐ 20
Neural-Network representation of Quantum Systems
most recent commit 4 years ago
Naivenaslib.jl ⭐ 17
Relentless mutation!!
most recent commit 4 months ago
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