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Title: AlgoPy, Algorithmic Differentiation in Python — algopy documentation

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sebastian.walter@gmail.com

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indexhttps://pythonhosted.org/algopy/genindex.html
nexthttps://pythonhosted.org/algopy/getting_started.html
algopy documentationhttps://pythonhosted.org/algopy/
https://pythonhosted.org/algopy/
Table Of Contentshttps://pythonhosted.org/algopy/
AlgoPy, Algorithmic Differentiation in Pythonhttps://pythonhosted.org/algopy/
What is AlgoPy?https://pythonhosted.org/algopy/#what-is-algopy
What can AlgoPy do for you?https://pythonhosted.org/algopy/#what-can-algopy-do-for-you
Getting Started:https://pythonhosted.org/algopy/#getting-started
Help improve AlgoPyhttps://pythonhosted.org/algopy/#help-improve-algopy
Issues and common pitfallshttps://pythonhosted.org/algopy/#issues-and-common-pitfalls
Potential Improvementshttps://pythonhosted.org/algopy/#potential-improvements
Related Workhttps://pythonhosted.org/algopy/#related-work
Publications related to AlgoPyhttps://pythonhosted.org/algopy/#publications-related-to-algopy
Installation and Upgrade:https://pythonhosted.org/algopy/#installation-and-upgrade
How does it work?:https://pythonhosted.org/algopy/#how-does-it-work
Further Readinghttps://pythonhosted.org/algopy/#further-reading
Current Issues:https://pythonhosted.org/algopy/#current-issues
Version Changeloghttps://pythonhosted.org/algopy/#version-changelog
Unit Testhttps://pythonhosted.org/algopy/#unit-test
Indices and tableshttps://pythonhosted.org/algopy/#indices-and-tables
Getting Startedhttps://pythonhosted.org/algopy/getting_started.html
Show Sourcehttps://pythonhosted.org/algopy/_sources/index.txt
https://pythonhosted.org/algopy/#algopy-algorithmic-differentiation-in-python
https://pythonhosted.org/algopy/#what-is-algopy
https://pythonhosted.org/algopy/#what-can-algopy-do-for-you
https://pythonhosted.org/algopy/#getting-started
https://pythonhosted.org/algopy/#help-improve-algopy
http://groups.google.com/group/algopy?msg=new&lnk=gcishttp://groups.google.com/group/algopy?msg=new&lnk=gcis
https://pythonhosted.org/algopy/#issues-and-common-pitfalls
http://thread.gmane.org/gmane.comp.python.numeric.general/51379http://thread.gmane.org/gmane.comp.python.numeric.general/51379
https://github.com/numpy/numpy/issues/2705https://github.com/numpy/numpy/issues/2705
https://pythonhosted.org/algopy/#potential-improvements
http://portal.acm.org/citation.cfm?id=1096222http://portal.acm.org/citation.cfm?id=1096222
https://pythonhosted.org/algopy/#related-work
http://www.springerlink.com/content/h1750t57160w2782/http://www.springerlink.com/content/h1750t57160w2782/
https://pythonhosted.org/algopy/#publications-related-to-algopy
http://dx.doi.org/10.1080/10556788.2011.610454http://dx.doi.org/10.1080/10556788.2011.610454
http://dx.doi.org/10.1016/j.jocs.2011.10.007http://dx.doi.org/10.1016/j.jocs.2011.10.007
https://pythonhosted.org/algopy/#installation-and-upgrade
http://pypi.python.org/pypi/algopyhttp://pypi.python.org/pypi/algopy
http://pkgsrc.se/wip/py-algopyhttp://pkgsrc.se/wip/py-algopy
http://cvsweb.se.netbsd.org/cgi-bin/bsdweb.cgi/wip/py-algopyhttp://cvsweb.se.netbsd.org/cgi-bin/bsdweb.cgi/wip/py-algopy
https://github.com/b45ch1/algopyhttps://github.com/b45ch1/algopy
https://pythonhosted.org/algopy/#how-does-it-work
Taylor series expansion examplehttps://pythonhosted.org/algopy/examples/series_expansion.html
https://pythonhosted.org/algopy/#further-reading
http://www.sintef.no/Projectweb/eVITA/Winter-Schools/2010/http://www.sintef.no/Projectweb/eVITA/Winter-Schools/2010/
Informal talk at the IWR Heidelberg, April 29th, 2010https://pythonhosted.org/algopy/_downloads/informal_talk_iwr_heidelberg_theory_and_tools_for_algorithmic_differentiation.pdf
Univariate Taylor polynomial arithmetic applied to matrix factorizations in the forward and reverse mode of algorithmic differentiation, June 3rd, 2010, EuroAD in Paderbornhttps://pythonhosted.org/algopy/_downloads/walter_euroad2010_paderborn_univariate_taylor_polynomial_arithmetic_applied_to_matrix_factorizations_in_the_forward_and_reverse_mode_of_algorithmic_differentiation.pdf
Getting Startedhttps://pythonhosted.org/algopy/getting_started.html
Univariate Taylor Series Expansionshttps://pythonhosted.org/algopy/examples/series_expansion.html
First Order Derivatives in the Forward Mode of Algorithmic Differentiationhttps://pythonhosted.org/algopy/examples/first_order_forward.html
Covariance Matrix Computationhttps://pythonhosted.org/algopy/examples/covariance_matrix_computation.html
Linear Error Propagationhttps://pythonhosted.org/algopy/examples/error_propagation.html
Computation of a Moore-Penrose Pseudoinversehttps://pythonhosted.org/algopy/examples/moore_penrose_pseudoinverse.html
Differentiation of ODE Solvershttps://pythonhosted.org/algopy/examples/ode_solvers.html
Comparison and Combination of Forward and Reverse Modehttps://pythonhosted.org/algopy/examples/comparison_forward_reverse_mode.html
Derivatives for Optimizationhttps://pythonhosted.org/algopy/examples/ampl_minimization_problem.html
Minimization of the Rosenbrock Functionhttps://pythonhosted.org/algopy/examples/minimization/rosenbrock_banana.html
Minimization of the Himmelblau Functionhttps://pythonhosted.org/algopy/examples/minimization/himmelblau_minimization.html
Minimization of Wood’s Functionhttps://pythonhosted.org/algopy/examples/minimization/wood_function_minimization.html
Posterior Log Probabilityhttps://pythonhosted.org/algopy/examples/posterior_log_probability.html
Least-Squares Fittinghttps://pythonhosted.org/algopy/examples/leastsquaresfitting.html
Hessian of Two Particle Coulomb Potentialhttps://pythonhosted.org/algopy/examples/hessian_of_potential_function.html
Minimal Surface Problemhttps://pythonhosted.org/algopy/examples/minimal_surface.html
Negative Binomial Regressionhttps://pythonhosted.org/algopy/examples/neg_binom_regression.html
Logistic Regressionhttps://pythonhosted.org/algopy/examples/logistic_regression.html
Datastructure and Algorithmshttps://pythonhosted.org/algopy/datastructure_and_algorithms.html
The Code Tracerhttps://pythonhosted.org/algopy/examples_tracer.html
Polarization Identities for Mixed Partial Derivativeshttps://pythonhosted.org/algopy/examples/polarization.html
Symbolic Differentiationhttps://pythonhosted.org/algopy/symbolic_differentiation.html
AlgoPy file and folder structurehttps://pythonhosted.org/algopy/folder_structure.html
https://pythonhosted.org/algopy/#current-issues
https://pythonhosted.org/algopy/#version-changelog
https://pythonhosted.org/algopy/#unit-test
https://pythonhosted.org/algopy/#indices-and-tables
Indexhttps://pythonhosted.org/algopy/genindex.html
Module Indexhttps://pythonhosted.org/algopy/py-modindex.html
Search Pagehttps://pythonhosted.org/algopy/search.html
indexhttps://pythonhosted.org/algopy/genindex.html
nexthttps://pythonhosted.org/algopy/getting_started.html
algopy documentationhttps://pythonhosted.org/algopy/
Sphinxhttp://sphinx-doc.org/

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