Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Automatic_differentiation> ?p ?o }
- Automatic_differentiation abstract "In mathematics and computer algebra, automatic differentiation (AD), also called algorithmic differentiation or computational differentiation, is a set of techniques to numerically evaluate the derivative of a function specified by a computer program. AD exploits the fact that every computer program, no matter how complicated, executes a sequence of elementary arithmetic operations (addition, subtraction, multiplication, division, etc.) and elementary functions (exp, log, sin, cos, etc.). By applying the chain rule repeatedly to these operations, derivatives of arbitrary order can be computed automatically, accurately to working precision, and using at most a small constant factor more arithmetic operations than the original program.Automatic differentiation is not: Symbolic differentiation, nor Numerical differentiation (the method of finite differences).These classical methods run into problems: symbolic differentiation leads to inefficient code (unless carefully done) and faces the difficulty of converting a computer program into a single expression, while numerical differentiation can introduce round-off errors in the discretization process and cancellation. Both classical methods have problems with calculating higher derivatives, where the complexity and errors increase. Finally, both classical methods are slow at computing the partial derivatives of a function with respect to many inputs, as is needed for gradient-based optimization algorithms. Automatic differentiation solves all of these problems.".
- Automatic_differentiation thumbnail AutomaticDifferentiationNutshell.png?width=300.
- Automatic_differentiation wikiPageExternalLink OT105.html.
- Automatic_differentiation wikiPageExternalLink SIAMRev74362.pdf.
- Automatic_differentiation wikiPageExternalLink autodiff.codeplex.com.
- Automatic_differentiation wikiPageExternalLink ceres-solver.org.
- Automatic_differentiation wikiPageExternalLink adnumber.
- Automatic_differentiation wikiPageExternalLink commons-math.
- Automatic_differentiation wikiPageExternalLink ADLS.
- Automatic_differentiation wikiPageExternalLink theano.
- Automatic_differentiation wikiPageExternalLink Adjoint-Algorithmic-Differentiation-OpenGamma.pdf.
- Automatic_differentiation wikiPageExternalLink DiffSharp.
- Automatic_differentiation wikiPageExternalLink ScientificPython.
- Automatic_differentiation wikiPageExternalLink group__AutoDiff__Module.html.
- Automatic_differentiation wikiPageExternalLink funclib.codeplex.com.
- Automatic_differentiation wikiPageExternalLink ad.
- Automatic_differentiation wikiPageExternalLink fad.
- Automatic_differentiation wikiPageExternalLink rad.
- Automatic_differentiation wikiPageExternalLink pham-quang_these.pdf.
- Automatic_differentiation wikiPageExternalLink paper.pdf.
- Automatic_differentiation wikiPageExternalLink 978-3-642-30023-3_22.
- Automatic_differentiation wikiPageExternalLink matlabad.com.
- Automatic_differentiation wikiPageExternalLink uncertainties.
- Automatic_differentiation wikiPageExternalLink index.jsp.
- Automatic_differentiation wikiPageExternalLink torch.ch.
- Automatic_differentiation wikiPageExternalLink trilinos.sandia.gov.
- Automatic_differentiation wikiPageExternalLink packages.
- Automatic_differentiation wikiPageExternalLink tropics.
- Automatic_differentiation wikiPageExternalLink ADIFOR.
- Automatic_differentiation wikiPageExternalLink www.adimat.de.
- Automatic_differentiation wikiPageExternalLink www.autodiff.org.
- Automatic_differentiation wikiPageExternalLink ?module=Applications&application=HC1.
- Automatic_differentiation wikiPageExternalLink www.casadi.org.
- Automatic_differentiation wikiPageExternalLink CppAD.
- Automatic_differentiation wikiPageExternalLink ADOL-C.xml.
- Automatic_differentiation wikiPageExternalLink www.fadbad.com.
- Automatic_differentiation wikiPageExternalLink 15235.
- Automatic_differentiation wikiPageExternalLink 26807-automatic-differentiation-with-matlab-objects.
- Automatic_differentiation wikiPageExternalLink OpenAD.
- Automatic_differentiation wikiPageExternalLink adic.
- Automatic_differentiation wikiPageExternalLink AdiforPublicLicense.html.
- Automatic_differentiation wikiPageExternalLink adept.
- Automatic_differentiation wikiPageExternalLink adjoint-algorithmic-differentiation-of-gpu-accelerated-app.pdf.
- Automatic_differentiation wikiPageExternalLink Uwe_AD_Slides_July13.pdf.
- Automatic_differentiation wikiPageExternalLink tr5_10.pdf.
- Automatic_differentiation wikiPageExternalLink www.scilua.org.
- Automatic_differentiation wikiPageExternalLink sci_diff.html.
- Automatic_differentiation wikiPageExternalLink index.htm.
- Automatic_differentiation wikiPageExternalLink subpage_ad.php.
- Automatic_differentiation wikiPageExternalLink subpage_adc_v4.php.
- Automatic_differentiation wikiPageExternalLink subpage_adf_v4.php.
- Automatic_differentiation wikiPageExternalLink AutomaticDifferentiationWithScala.pdf.
- Automatic_differentiation wikiPageExternalLink ctaylor.codeplex.com.
- Automatic_differentiation wikiPageExternalLink DualNumbers.jl.
- Automatic_differentiation wikiPageExternalLink ForwardDiff.jl.
- Automatic_differentiation wikiPageExternalLink HyperDualNumbers.jl.
- Automatic_differentiation wikiPageExternalLink ReverseDiffSource.jl.
- Automatic_differentiation wikiPageExternalLink TaylorSeries.jl.
- Automatic_differentiation wikiPageExternalLink pyadolc.
- Automatic_differentiation wikiPageExternalLink pyderiv.
- Automatic_differentiation wikiPageExternalLink madiff.
- Automatic_differentiation wikiPageExternalLink autograd.
- Automatic_differentiation wikiPageExternalLink CppADCodeGen.
- Automatic_differentiation wikiPageExternalLink Deriva.
- Automatic_differentiation wikiPageExternalLink JAutoDiff.
- Automatic_differentiation wikiPageExternalLink ad.
- Automatic_differentiation wikiPageExternalLink algopy.
- Automatic_differentiation wikiPageExternalLink gadfit.
- Automatic_differentiation wikiPageID "734787".
- Automatic_differentiation wikiPageLength "34372".
- Automatic_differentiation wikiPageOutDegree "91".
- Automatic_differentiation wikiPageRevisionID "680368064".
- Automatic_differentiation wikiPageWikiLink -.
- Automatic_differentiation wikiPageWikiLink ADMB.
- Automatic_differentiation wikiPageWikiLink AMPL.
- Automatic_differentiation wikiPageWikiLink Abstract_number.
- Automatic_differentiation wikiPageWikiLink Algebra.
- Automatic_differentiation wikiPageWikiLink Analytic_function.
- Automatic_differentiation wikiPageWikiLink Analytic_functions.
- Automatic_differentiation wikiPageWikiLink Apache_License.
- Automatic_differentiation wikiPageWikiLink Arithmetic.
- Automatic_differentiation wikiPageWikiLink BSD.
- Automatic_differentiation wikiPageWikiLink Backpropagation.
- Automatic_differentiation wikiPageWikiLink Berkeley_Software_Distribution.
- Automatic_differentiation wikiPageWikiLink COIN-OR.
- Automatic_differentiation wikiPageWikiLink C_Sharp_(programming_language).
- Automatic_differentiation wikiPageWikiLink Category:Computer_algebra.
- Automatic_differentiation wikiPageWikiLink Category:Differential_calculus.
- Automatic_differentiation wikiPageWikiLink CeCILL.
- Automatic_differentiation wikiPageWikiLink Chain_rule.
- Automatic_differentiation wikiPageWikiLink Checkpointing_scheme.
- Automatic_differentiation wikiPageWikiLink Composite_pattern.
- Automatic_differentiation wikiPageWikiLink Computational_complexity_theory.
- Automatic_differentiation wikiPageWikiLink Computer_algebra.
- Automatic_differentiation wikiPageWikiLink Concrete_number.
- Automatic_differentiation wikiPageWikiLink Deep_Learning.
- Automatic_differentiation wikiPageWikiLink Deep_learning.
- Automatic_differentiation wikiPageWikiLink Derivative.
- Automatic_differentiation wikiPageWikiLink Discretization.
- Automatic_differentiation wikiPageWikiLink Dual_number.