materials for pydata 2013 talk on time series
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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
Public repository.
Public repository.