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vnnw.github.io

自然语言处理

Introduction to Natural Language Processing with fastText http://nbviewer.jupyter.org/github/miguelgfierro/sciblog_support/blob/master/Intro_to_NLP_with_fastText/Intro_to_NLP.ipynb

https://github.com/zalandoresearch/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

https://github.com/chakki-works/doccano

Open source text annotation tool for machine learning practitioner.

Pattern

https://github.com/clips/pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

 不支持中文,不过可以跟HanLP等包配合使用。

AB测试

https://github.com/zalando/expan A Python library for statistical analysis of randomised control trials (A/B tests).

Chatbots

https://github.com/RasaHQ/rasa_nlu

模型

模型解释 A unified approach to explain the output of any machine learning model.

https://github.com/slundberg/shap