Difference between revisions of "CompSciWeek11"
From Predictive Chemistry
(Created page with "= Class 1 = * Tensor Manipulations - distance distributions in random point set exercise ** [http://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.spatial.distance.pdi…") |
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** [http://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.spatial.distance.pdist.html pdist] |
** [http://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.spatial.distance.pdist.html pdist] |
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** [http://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.stats.histogram.html histogram] |
** [http://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.stats.histogram.html histogram] |
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+ | * Rodrigues' Rotation Formula - the preferred method when you ''have'' to work with an angle. |
* Matrix Multiplication |
* Matrix Multiplication |
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** Basic linear algebra operations |
** Basic linear algebra operations |
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Revision as of 13:24, 3 November 2014
Class 1
- Tensor Manipulations - distance distributions in random point set exercise
- Rodrigues' Rotation Formula - the preferred method when you have to work with an angle.
- Matrix Multiplication
- Basic linear algebra operations
- Timing Strassen (see also Winograd)
Class 2
- Implicit solutions to linear algebraic equations
- Least-squares fitting
- Repetition for point sets - project out and re-fit
- Review projection and orthogonality (see also Gram-Schmidt)
- Solution by factorization + forward / reverse substitution
- Minimization the hard way - nonlinear problems Optimize
- Transcendental problem, 5th order polynomials, etc.
- Geodesic paths via numerical optimization
