vgoklani/sumy
Module for automatic summarization of text documents and HTML pages.
Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.
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Module for automatic summarization of text documents and HTML pages.
A few basic visualization examples that build on each other, using React and D3.js.
Kalman Filter textbook using Ipython Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Simple Alternating Least Squares (ALS) recommender implementation for the Netflix dataset