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allennlp

An open-source NLP research library, built on PyTorch.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

anyq

FAQ-based Question Answering System

ccf_2020_qa_match

ccf 2020 qa match competition top1

ccks2018

CCKS 2018 开放领域的中文问答任务 1st 解决方案

ccks2019_el

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

ccl_cmrc2017

第一届“讯飞杯”中文机器阅读理解评测参考模型

clue

中文任务基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

deep_gradient_compression_optimizer

deep gradient compression optimizer

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

dialogstatetracking

Dialog State Tracking using End-to-End Neural Networks

dlrm

An implementation of a deep learning recommendation model (DLRM)

drqa

Reading Wikipedia to Answer Open-Domain Questions

ds-relationextraction

Distantly Supervised Relation Extraction

e2e_dialog_challenge

End-To-End Task-Completion Dialogue Challenge

efficientnet-pytorch

A PyTorch implementation of EfficientNet

fasttext

Library for fast text representation and classification.

federated-learning

tf implementation of federated learning

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

ganswer

A KBQA system based on DBpedia.

han-text-classification-tf

hybrid-code-networks

Hybrid Code Networks in PyTorch

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

kaggle-web-traffic

1st place solution

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

numpy-ml

Machine learning, in numpy

openqa

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".