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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

code_sent

competition-baseline

数据科学竞赛各种baseline代码、思路分享

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18个章节，50余万字。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

hello-world

hello-world2

learn how to use github

jieba

结巴中文分词

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

machine_learning_beginner

机器学习初学者公众号作品

nmt

TensorFlow Neural Machine Translation Tutorial

nspm

🤖 Neural SPARQL Machines translate natural language into SPARQL queries.

numpy-100

100 numpy exercises (100% complete)

opennmt-py

Open Source Neural Machine Translation in PyTorch

openqa

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

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorchnlpbook

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

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

rat-sql

A relation-aware semantic parsing model from English to SQL

research_tao

NLP研究入门之道

sent_ence

sentence_position

sqlova

synonyms

中文近义词工具包

text2sql-data

A collection of datasets that pair questions with SQL queries.

wikisql

A large annotated semantic parsing corpus for developing natural language interfaces.