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Code for paper "Full-Capacity Unitary Recurrent Neural Networks"

Python 54 27 Updated Apr 28, 2017

unitary matrix for hidden to hidden layer

Python 75 18 Updated Apr 12, 2017

Implementation related to the Deep Complex Networks

Python 752 282 Updated Jan 16, 2019

Sequence-to-Sequence learning using PyTorch

Python 521 79 Updated Nov 12, 2019

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

Python 6,882 2,255 Updated Mar 6, 2025

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date …

8,932 1,309 Updated Jun 25, 2019

Dynamic seq2seq in TensorFlow, step by step

Jupyter Notebook 996 374 Updated Aug 20, 2017

TensorFlow Neural Machine Translation Tutorial

Python 6,429 1,954 Updated Oct 9, 2022

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Jupyter Notebook 5,565 1,361 Updated Jan 20, 2024

Multi30k Dataset

Smalltalk 179 58 Updated Dec 2, 2021

Models, data loaders and abstractions for language processing, powered by PyTorch

Python 3,544 813 Updated May 31, 2025

🌐 Jekyll is a blog-aware static site generator in Ruby

Ruby 50,116 10,103 Updated Apr 24, 2025
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