pytorch-ntm

NTM implementation

An implementation of Neural Turing Machines in PyTorch

Neural Turing Machines (NTM) - PyTorch Implementation

GitHub

590 stars
13 watching
128 forks
Language: Jupyter Notebook
last commit: over 6 years ago
lstmneural-networkneural-turing-machinesnotebookntmpythonpytorch

Related projects:

Repository Description Stars
ypxie/pytorch-neucom An implementation of the Differentiable Neural Computer architecture in PyTorch 94
jingweiz/pytorch-dnc An implementation of Neural Turing Machine and Differentiable Neural Computer architectures using PyTorch and Visdom for deep learning tasks. 278
michaelklachko/pnn.pytorch A PyTorch implementation of a neural network architecture that modifies the input to its layers by applying noise masks. 57
sinkingsugar/nimtorch A Nim frontend for PyTorch, generating native ATen code for machine learning and artificial neural networks 462
dasguptar/treelstm.pytorch An implementation of Tree-LSTM networks in PyTorch for semantic similarity tasks using tree structures 550
harshtrivedi/nmn-pytorch A PyTorch implementation of Neural Module Networks for Visual Question Answering 108
l0sg/relational-rnn-pytorch An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling 244
carpedm20/ntm-tensorflow An implementation of Neural Turing Machine in TensorFlow using an LSTM controller. 1,049
doctorteeth/diffmem Differentiable memory schemes for neural networks 220
delip/pytorchnlpbook A comprehensive Python tutorial and codebase for building natural language processing applications with PyTorch. 1,991
elbayadm/attn2d A PyTorch implementation of 2D convolutional neural networks for sequence-to-sequence prediction in machine translation 501
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
rdspring1/pytorch_gbw_lm Trains a large-scale PyTorch language model on the 1-Billion Word dataset 123
napsternxg/pytorch-practice A collection of scripts demonstrating PyTorch's capabilities in natural language processing and machine learning tasks 197
tstandley/xception-pytorch An implementation of a deep learning model using PyTorch and depthwise separable convolutions for image classification 250