2016-11-07 06:17:12 +08:00
|
|
|
pattern (a web mining module for Python)
|
|
|
|
|
|
2013-02-10 15:03:02 +08:00
|
|
|
Pattern is a web mining module for the Python programming language.
|
|
|
|
|
|
2016-11-07 06:17:12 +08:00
|
|
|
It bundles tools for data retrieval (Google + Twitter + Wikipedia API,
|
|
|
|
|
web spider, HTML DOM parser), text analysis (rule-based shallow parser,
|
|
|
|
|
WordNet interface, syntactical + semantical n-gram search algorithm,
|
|
|
|
|
tf-idf + cosine similarity + LSA metrics), clustering and classification
|
|
|
|
|
(k-means, k-NN, SVM), and data visualization (graph networks).
|
2013-02-10 15:03:02 +08:00
|
|
|
|
|
|
|
|
The module is bundled with 30+ examples and 350+ unit tests.
|
|
|
|
|
|
|
|
|
|
Pattern is written for Python 2.5+ (no support for Python 3 yet).
|
|
|
|
|
|
|
|
|
|
The source code is licensed under BSD and available from
|
|
|
|
|
http://www.clips.ua.ac.be/pages/pattern.
|
