pytorch-dnc

DNCs

An implementation of Differentiable Neural Computers and family for PyTorch, enabling scalable memory-augmented neural networks.

Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch

GitHub

338 stars
21 watching
57 forks
Language: Python
last commit: about 2 years ago
differentiable-neural-computersdncpytorchrnn

Related projects:

RepositoryDescriptionStars
jingweiz/pytorch-dncAn implementation of Neural Turing Machine and Differentiable Neural Computer architectures using PyTorch and Visdom for deep learning tasks.278
ypxie/pytorch-neucomAn implementation of the Differentiable Neural Computer architecture in PyTorch94
dyhan0920/pyramidnet-pytorchAn implementation of a deep neural network architecture for image classification tasks273
d-li14/regnet.pytorchAn implementation of a PyTorch-based neural network architecture for image classification tasks.68
xternalz/wideresnet-pytorchAn implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets.334
oyam/pytorch-dpnsPyTorch implementation of a deep learning model for image segmentation90
vlgiitr/dmn-plusA PyTorch implementation of an improved question answering architecture with dynamic memory networks and attention mechanisms64
rwightman/pytorch-dpn-pretrainedA PyTorch implementation of Dual Path Networks (DPNs) with pre-trained weights and conversion scripts.206
ericsun99/shufflenet-v2-pytorchA PyTorch implementation of a ShuffleNet-v2 neural network architecture for image classification.431
chenxi116/pnasnet.pytorchPyTorch implementation of PNASNet-5 architecture317
koz4k/dni-pytorchDecoupled Neural Interfaces using Synthetic Gradients for PyTorch236
kimhc6028/relational-networksA PyTorch implementation of a neural network module for relational reasoning in computer vision tasks809
aiqm/torchaniA PyTorch implementation of a neural network potential for molecular simulations471
4uiiurz1/pytorch-res2netImplementations of deep learning architectures using PyTorch for image classification tasks on various datasets.112
dmarnerides/pydltA PyTorch-based toolbox for building and training deep learning models with ease.204