mathshelly2014,github

awesome-text-summarization

A curated list of resources dedicated to text summarization

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

**明星数据爬取。你甚至可以拿到互联网上所有的人之间的关系，接下来你可以自己发挥！基于这些数据，你可以完成更多有趣的事情。比如说社交网络分析，关系网络可视化，算法研究，和其他有意思的事情。Chinese star data crawling. You can even get all the people on the internet! Based on these data, you can do more interesting things. For example, social network analysis, relational network visualization, algorithm research, and other interesting things.

copynet

CopyNet Implementation with Tensorflow and nmt

crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

dict_build

自动构建中文词库：http://www.matrix67.com/blog/archives/5044

exercise

exercise for nndl

fasttext

Library for fast text representation and classification.

glove

GloVe model for distributed word representation

grid

Chinese Tokenizer; New words Finder. 中文三段式机械分词算法; 未登录新词发现算法

hanlp

自然语言处理中文分词词性标注命名实体识别依存句法分析关键词提取自动摘要短语提取拼音简繁转换

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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

ldagibbssampling

Open Source Package for Gibbs Sampling of LDA

lectures

Oxford Deep NLP 2017 course

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

linucb

bandit algorithm

listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

lstm-crf-medical

构建医疗实体识别的模型，包含词典和语料标注，基于python构建

lunar-solar-calendar-converter

公历(阳历)农历(阴历)转换，支持时间段从1900-2100

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

mxnet-face

Using mxnet for face-related algorithm.

nn_ner_tensorflow

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

proxyee-down

http下载工具，基于http代理，支持多连接分块下载

pyltp

pyltp: the python extension for LTP

redis-py

Redis Python Client

requests

Python HTTP Requests for Humans™ ✨🍰✨

rnnsharp

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

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