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codinginterviewcode

《剑指offer》所有代码

comparemodels_trecqa

Compare six baseline deep learning models on TrecQA

copynet

An implementation of CopyNet

custom-optimizer-in-tensorflow

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

deepclassifier

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

deepctr

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

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

denotationgraph

Generate a denotation graph from a set of image captions

distributionbalancedloss

Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets" (ECCV 2020 Spotlight)

dmin

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

elmo-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

entity-relation-as-multi-turn-qa

Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering

epidemic-sentence-pair

天池 疫情相似句对判定大赛 线上第一名方案

ernie-pytorch

ERNIE Pytorch Version

faiss_note

faiss wiki in chinese.

fastertransformer

Transformer related optimization, including BERT, GPT

gcn_study

GCN 入门学习教程

gnnpapers

Must-read papers on graph neural networks (GNN)

google-kickstart

Google KickStart 刷题记录

gradnorm

ie-survey

北航大数据高精尖中心张日崇研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

insuranceqa

A question answering corpus in insurance domain

intrusion-detection-on-nsl-kdd

Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed using Keras, the deep learning model uses GRU / MLP.

jave

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product

justplay