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xijingsh's Projects

automation-patents icon automation-patents

Data from paper: "Benign Effects of Automation: New Evidence from Patent Texts"

datasciencer icon datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

keyword_extraction icon keyword_extraction

利用Python实现中文文本关键词抽取,分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

nlg-yongzhuo icon nlg-yongzhuo

中文文本生成(NLG)之文本摘要(text summarization)工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。(graph,feature,topic model,summarize tool or tookit)

orange3 icon orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

pbpython icon pbpython

Code, Notebooks and Examples from Practical Business Python

pydoe2 icon pydoe2

Design of experiments for Python

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