sockeye
by awslabs
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
AI summary
Sequence-to-sequence framework
An open-source sequence-to-sequence framework for neural machine translation built on PyTorch.
- stars
- 1.2K
- forks
- 323
- watching
- 50
- awesome list
- 1
- #attention-is-all-you-need
- #attention-mechanism
- #attention-model
- #deep-learning
- #deep-neural-networks
- #encoder-decoder
- #machine-learning
- #machine-translation
- #neural-machine-translation
- #pytorch
- #seq2seq
- #sequence-to-sequence
- #sequence-to-sequence-models
- #sockeye
- #transformer
- #transformer-architecture
- #transformer-network
- #translation
Similar projects
Found by comparing what the projects do, not just their names.
seq2seq framework
Provides tools and frameworks for training sequence-to-sequence models using PyTorch
seq2seq toolkit
A PyTorch-based framework for building and training sequence-to-sequence models
Sequence transformer
An attention-based sequence-to-sequence learning framework
NMT library
A PyTorch implementation of 2D convolutional neural networks for sequence-to-sequence prediction in machine translation
NMT framework
An implementation of a sequence-to-sequence model with attention mechanism using LSTMs and character embeddings for neural machine translation
Sequence model trainer
A toolkit for training custom sequence-to-sequence models for various NLP tasks
Sequence generator
Automates generation of discrete sequence text using adversarially regularized autoencoders
Seq2seq model library
An implementation of Sequence to Sequence models in PyTorch with various attention mechanisms and extensions for machine translation tasks.
Sequence understanding toolkit
A comprehensive Python library for developing state-of-the-art sequence understanding models, providing pre-trained models and tools for natural language processing tasks.
Machine translation model
A Pytorch implementation of a neural network model for machine translation
norse/norse685
SNN framework
Deep learning framework for spiking neural networks
Optical flow model
An implementation of unsupervised learning for multi-frame optical flow with occlusions using PyTorch.
Sequence Labeling Tool
A PyTorch-based tool for sequence labeling using a combination of CRF and LSTM models to capture label dependencies and leverage contextualized representations.
Sequence processor
Enhances PyTorch modules by adding sequence step layers with implicit parentheses and supports custom activation functions.
TS Framework
An open-source deep learning framework for time series forecasting and analysis
Featured in 1 awesome list
Each link jumps to the spot where the list mentions sockeye.
