zhengzx-nlp

MGNMT

REDER

[NeurIPS 2021] Duplex Sequence-to-Sequence Learning for Reversible Machine Translation

dynamic-nmt

Pytorch implementation of EMNLP'19 paper "Dynamic past and future for neural machine translation"

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

CodeInterview

libpku

北京大学课程资料整理

NJUNMT-tf-server

A C-S web demo for NJUNMT-tf

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

ctcdecode

PyTorch CTC Decoder bindings

deq

[NeurIPS'19] Deep Equilibrium Models

distance-parser

Source code for ``Straight to the Tree: Constituency Parsing with Neural Syntactic Distance'' published at ACL 2018

fairseq-1

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

hardware-aware-transformers

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

lightning-hydra-template

PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡

longformer

Longformer: The Long-Document Transformer

markdown-cv

a simple template to write your CV in a readable markdown file and use CSS to publish/print it.

md-cv

markdown cv / résumé built with jekyll

neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

PRML

PRML algorithms implemented in Python

pseudo-ref

Implementation of the pseudo-reference generation algorithm proposed in EMNLP 2018 paper: Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation

pytorch_nmt

A neural machine translation model in PyTorch

PyTorchDiscreteFlows

Discrete Normalizing Flows implemented in PyTorch

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Transformer-pytorch

TreeEnc

Code for our paper "On Tree-Based Neural Sentence Modeling" at EMNLP 2018.

var-attn

Latent Alignment and Variational Attention

zhengzx-nlp.github.io