odewahn/notebooks
Learn the theory of linear algebra hand-in-hand with the practice of software library development.
Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.
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Learn the theory of linear algebra hand-in-hand with the practice of software library development.
Public repository.
Docker containers for the IPython notebook (+SciPy Stack)
Materials for my Pycon 2015 scikit-learn tutorial.