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mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

models

Models and examples built with TensorFlow

myqa

知识库问答系统

naive-bayes-classifier

朴素贝叶斯文本分类器

ner

基于tensorflow深度学习的中文的命名实体识别

ner-lstm

Named Entity Recognition using multilayered bidirectional LSTM

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

nju_kbqa

基于知识库的开放域问答系统的相关工作

nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp-projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction, knowledge graph, text generation, network embedding

nlp-sentimentanalysisforchinesetext

Python中文文本挖掘：使用机器学习方法进行情感分析。

nlp-tools

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

numpy-100

100 numpy exercises (100% complete)

numpy-ml

Machine learning, in numpy

ontospy

Python toolkit for inspecting linked data knowledge models AKA ontologies or vocabularies.

open-semantic-etl

Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

page-classify

机器学习文本分类器

paper-reading-2018-spring

paper-survey

Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

planetoid

Semi-supervised learning with graph embeddings

prml

PRML algorithms implemented in Python

proxy_pool

Python爬虫代理IP池(proxy pool)

pybamm

Fast and flexible physics-based battery models in Python

pydata-book

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

pystacknet

python-spider

:rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载

pythonspidernotes

Python入门网络爬虫之精华版

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qaonmilitarykg

QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。