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
56 forks
Language: Python
last commit: 4 months ago
differentiable-neural-computersdncpytorchrnn

Related projects:

Repository Description Stars
jingweiz/pytorch-dnc An implementation of Neural Turing Machine and Differentiable Neural Computer architectures using PyTorch and Visdom for deep learning tasks. 278
ypxie/pytorch-neucom An implementation of the Differentiable Neural Computer architecture in PyTorch 94
dyhan0920/pyramidnet-pytorch An implementation of a deep neural network architecture for image classification tasks 273
d-li14/regnet.pytorch An implementation of a PyTorch-based neural network architecture for image classification tasks. 68
xternalz/wideresnet-pytorch An implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets. 333
oyam/pytorch-dpns PyTorch implementation of a deep learning model for image segmentation 90
vlgiitr/dmn-plus A PyTorch implementation of an improved question answering architecture with dynamic memory networks and attention mechanisms 64
rwightman/pytorch-dpn-pretrained A PyTorch implementation of Dual Path Networks (DPNs) with pre-trained weights and conversion scripts. 206
ericsun99/shufflenet-v2-pytorch A PyTorch implementation of a ShuffleNet-v2 neural network architecture for image classification. 430
chenxi116/pnasnet.pytorch PyTorch implementation of PNASNet-5 architecture 317
koz4k/dni-pytorch Decoupled Neural Interfaces using Synthetic Gradients for PyTorch 236
kimhc6028/relational-networks A PyTorch implementation of a neural network module for relational reasoning in computer vision tasks 812
aiqm/torchani A PyTorch implementation of a neural network potential for molecular simulations 465
4uiiurz1/pytorch-res2net Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. 112
dmarnerides/pydlt A PyTorch-based toolbox for building and training deep learning models with ease. 204