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2ndhand_house

北京二手房数据分析

bert

TensorFlow code and pre-trained models for BERT

book_deeplearning_in_pytorch_source

books

无它术，唯勤读书而多为之，自工

crawlers

crawlers created in late 2016 for assignments. ltn, appledaily, cna, ct, udn

data-science-question-answer

A repo for data science related questions and answers

datacamp-python-data-science-track

All the slides, accompanying code and exercises all stored in this repo. 🎈

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

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 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

learn_python_for_a_r_user

2017 IT 邦幫忙鐵人賽

lstm-tensorspark

Implementation of a LSTM with TensorFlow and distributed on Apache Spark

ltn_crawler

just a crawler for crawling all the ltn_news when you provide keywords and date.

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

nlpir

pss2015

python_for_data_science

python_for_data_science

rfacebook

Dev version of Rfacebook package: Access to Facebook API via R

scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

sinaspider

新浪微博爬虫（Scrapy、Redis）

softx-d-16-00090

RCrawler: An R package for parallel web crawling and scraping. To cite this software publication: http://www.sciencedirect.com/science/article/pii/S2352711017300110

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

text_classification

all kinds of text classification models and more with deep learning

text_mining_resources

Resources for learning about Text Mining

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

tfkld_sent_vectorize

Use tf-kld to vectorize sentences. Use PCA to compress the vector to a reasonable size while maintaining accuracy. Utility functions to use the vector.

the-art-of-command-line

Master the command line, in one page

tmall1212

天猫双12爬虫，附商品数据。

weibospider

:zap: A distributed crawler for weibo, building with celery and requests.

weibospider-1

This is a sina weibo spider built by scrapy