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hapengzi's Projects

dkn icon dkn

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

interview_internal_reference icon interview_internal_reference

2019年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。

kbqa icon kbqa

基于知识库的问答:seq2seq模型实践

kg-baseline-pytorch icon kg-baseline-pytorch

2019百度的关系抽取比赛,使用Pytorch实现苏神的模型,F1在dev集可达到0.75,联合关系抽取,Joint Relation Extraction.

lightkg icon lightkg

基于Pytorch和torchtext的知识图谱深度学习框架,包含知识表示学习、实体识别与链接、实体关系抽取、事件检测与抽取、知识存储与查询、知识推理六大功能模块,已实现了命名实体识别、关系抽取、事件抽取、表示学习等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~

mkr icon mkr

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

nlp-journey icon nlp-journey

nlp相关的一些代码, 包括词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成、文本相似性(Text Similarity)计算等,基于keras和tensorflow

otr icon otr

Optical table recognition - recognize tables in scan images using OpenCV

paddlehub icon paddlehub

A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more efficiently.

pcnn icon pcnn

使用pcnn网络进行关系分类,中文注解,有数据集,可跑通。附带绘图

pytorch-pcnn icon pytorch-pcnn

supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取

re-cnn-pytorch icon re-cnn-pytorch

PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

tdengine icon tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

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