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agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

ai_learning_competition

比赛和AI学习

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

btm

Code for Biterm Topic Model (published in WWW 2013)

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cs-notes

:books: 技术面试必备基础知识

cs231n-camp

cs231n training camp

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

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15个章节，近20万字。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[email protected] 版权所有，违权必究 Tan 2018.06

git-for-win

Git for Windows. 国内直接从官网下载比较困难，需要翻墙。这里提供一个国内的下载站，方便网友下载

github-nlp-progress

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

jieba

结巴中文分词

luke

This is mavenised Luke: Lucene Toolbox Project

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nh

pban-pytorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

research

novel deep learning research works with PaddlePaddle

semrerank

Implements SemRe-Rank: improving automatic term extraction by incorporating semantic relatedness with personalised pagerank

similarity

similarity：相似度计算工具包，java编写。用于词语、短语、句子、词法分析、情感分析、语义分析等相关的相似度计算。

synonyms

中文近义词工具包

text_classification

all kinds of text classification models and more with deep learning

text_classification-1

Text Classification Algorithms: A Survey

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

topmine

Implementation of the algorithm detailed in ElKishky, Ahmed, et al. "Scalable topical phrase mining from text corpora."

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need