relational-rnn-pytorch

Language model

An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling

An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.

GitHub

245 stars
11 watching
35 forks
Language: Python
last commit: over 7 years ago
deep-learningdeepmindlanguage-modellanguage-modelingpytorchrecurrent-neural-networksself-attentiontransformerword-language-model

Related projects:

RepositoryDescriptionStars
rdspring1/pytorch_gbw_lmTrains a large-scale PyTorch language model on the 1-Billion Word dataset123
kimhc6028/relational-networksA PyTorch implementation of a neural network module for relational reasoning in computer vision tasks809
4uiiurz1/pytorch-res2netImplementations of deep learning architectures using PyTorch for image classification tasks on various datasets.112
isht7/pytorch-deeplab-resnetA deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks.602
namisan/mt-dnnA PyTorch package implementing multi-task deep neural networks for natural language understanding2,238
tristandeleu/pytorch-maml-rlReplication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks830
zhanghang1989/pytorch-encodingA Python framework for building deep learning models with optimized encoding layers and batch normalization.2,044
xxradon/igcv3-pytorchReimplements MobileNet-V2 and IGCV3 using PyTorch for efficient deep learning.19
dasguptar/treelstm.pytorchAn implementation of Tree-LSTM networks in PyTorch for semantic similarity tasks using tree structures551
mrgemy95/visual-interaction-networks-pytorchAn implementation of Deepmind's Visual Interaction Networks using PyTorch to predict future events in physical scenes.166
zalandoresearch/pytorch-dilated-rnnImplementations of Dilated Recurrent Neural Networks in PyTorch211
randl/shufflenetv2-pytorchAn implementation of a lightweight convolutional neural network architecture for mobile devices191
kazuto1011/pspnet-pytorchRe-implementation of a deep learning model for semantic segmentation using PyTorch.52
rguthrie3/deeplearningfornlpinpytorchA comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction.1,942
tramac/fast-scnn-pytorchA PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision.380