2012
JMLR
JMLR 2012
Pattern for Python
Abstract
Pattern is a package for Python 2.4+ with functionality for web mining (Google + Twitter + Wikipedia, web spider, HTML DOM parser), natural language processing (tagger/chunker, n-gram search, sentiment analysis, WordNet), machine learning (vector space model, k-means clustering, Naive Bayes + k-NN + SVM classifiers) and network analysis (graph centrality and visualization). It is well documented and bundled with 30+ examples and 350+ unit tests. The source code is licensed under BSD and available from http://www.clips.ua.ac.be/pages/pattern. [abs] [ pdf ][ bib ] [ code ] © JMLR 2012. (edit, beta)
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Interdisciplinary Bridge
— Artificial Intelligence and Data Science & Analytics
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Trend Setter
— Multimodal Learning
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Keyword Pioneer
— web mining
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Hot Topic Early Bird
— sentiment analysis
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Topic Pioneer
— Machine Learning
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio