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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hiersumm

Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019

interpretationdata

This repository is for EMNLP 2021 paper: It is Not as Good as You Think! Evaluating Simultaneous Machine Translation on Interpretation Data

iterm2-color-schemes

Over 230 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal, Visual Studio, Alacritty

leafnats

A Learning Framework for Neural Abstractive Text Summarization

meansum

mosesdecoder

Moses, the machine translation system

multi-news

Large-scale multi-document summarization dataset and code

multi-sentence-compression

Lightweight method based on shortest path on word graphs and NLP to generate single sentence summaries that highly relevant and grammatically sound

namas

Neural Attention Model for Abstractive Summarization

nats

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nn4nlp-code

Code Samples from Neural Networks for NLP

openke

An Open-Source Package for Knowledge Embedding (KE)

opennmt-py

Open Source Neural Machine Translation in PyTorch

opinosis

Opinosis - Graph Based Summarization Framework. This repo contains Opinosis Demo Software & Dataset

pandas-cookbook

Pandas Cookbook, published by Packt

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

plotting-multidimensional-vectors-using-t-sne

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pyrouge

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

pytext

A natural language modeling framework based on PyTorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-memory-utils

pytorch memory track code

pytorch-seq2seq

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

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

reco-papers

Classic papers and resources on recommendation

rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models