FuncDesigner for Linux v.0.38

Advertisement
Advertisement

FuncDesigner is a computer algebra system (CAS) written in Python + NumPy as an ordinary Python module (thus making it free to combine with any other Python or Python-connected code). That makes it cross-platform (Linux, Windows, Mac OS X etc), with completely free license: BSD. It can be used like just a language of mathematics, possibly with recursive import of variables/formulas from other files. * Enhances RAD abilities of Python language for developing scientific software, especially for numerical optimization, integration and interpolation, solving systems of linear, non-linear, ordinary differential equations * Perfectly stacks with NumPy arrays and other Python functions and code, thus you can connect parts of code written in C, Fortran, MATLAB etc and import/export data in formats of text, HDF5, xml/xls, weka arff, mtx, netcdf, MATLAB mat files etc (via numpy.io and scipy.io modules) * Key feature of the framework is Automatic differentiation (AD) (not to be confused with Numerical differentiation via finite-differences derivatives approximation and symbolic differentiation provided by Maxima, SymPy etc). It seriously benefits some numerical optimization solvers and is capable of using sparse matrices (requires SciPy installed). BTW, commercial tool TOMLAB / MAD for automatic differentiation costs over 4000$ See FuncDesigner AD usage example * You can use Python "for" cycle with FuncDesigner * If some your functions had been written on other languages (C, Fortran, etc), or are beyond FuncDesigner AD capabilities due to any other reason (has "for"/"while" loops, routines for solving systems of nonlinear, mb differential equations etc), you can define your own oofun with wrapper around the function, and the missing derivatives will be covered up by finite-differences derivatives approximation via DerApproximator * You can use NumPy-style function dot for matrix multiplication, e.g. myFunc15 = func2 + 2*b + dot(a+c, b+c) + 4. In Python 3.x series (where Unicode is available) a special operator for the operation is expected, thus it will be implemented in FuncDesigner as well. * You can perform integration and interpolation * You can use operator "ifThenElse" where ordinary Python language operator if-then-else can't deal with condition because it has type oofun (that hasn't been invoked on a point yet and thus preliminary unknown) instead of boolean If your condition has type boolean when Python loads it (for example when you have "if myOOFun(startPoint)"), then you can use ordinary python if-elif-...-then-else in spite of type of other data involved * You can solve systems of linear equations (SLE), dense and sparse (examples) * FuncDesigner is capable of automatic determination (subjected to given set of fixed/free variables, via using oosystem) is your systems of equations linear or nonlinear, is your problem LP oe NLP (MILP, MINLP and some more classes are intended to be added in future). * You can solve ODE systems, solve systems of non-linear equations (examples) * New! Uncertainty analysis * New! Interval analysis * You can use Translator to pass FuncDesigner functions (possibly with their derivatives) into ordinary Python functions. * FuncDesigner as well as DerApproximator was excluded from OpenOpt framework as independent Python module. OpenOpt can optimize FuncDesigner models with no needs to provide 1st derivatives, see some examples

FuncDesigner is a computer algebra system ... FuncDesigner is a computer algebra system (CAS) written in Python + NumPy.

 
  • FuncDesigner for Linux
  • 0.38
  • Dmitrey Kroshko
  • Linux
  • Freeware
  • 112 Kb
  • 192
  • Free
 
 

Review FuncDesigner for Linux

  • captcha
 

Other software of Dmitrey Kroshko
    
    New Shell Enhancements software
    • GiMeSpace Desktop Extender  v.2.3.7.145GiMeSpace Desktop extender is a small and very simple program for Windows XP or later versions that will allow you to expand your desktop without any limits. When you move your mouse to the edge of your screen you will notice your unlimited desktop.
    • GiMeSpace Desktop Extender 3D  v.3.1.7.57GiMeSpace Desktop extender 3D is a small and very simple program for Windows that will allow you to expand your desktop without any limits. Navigate in 3 directions: left-right, up-down, zoom in-out.
    • GiMeSpace Free Edition  v.1.2.1.34GiMeSpace Free Edition is a small and very simple program for Windows XP or later versions that will allow you to expand your desktop without any limits. When you move your mouse to the edge of your screen you will notice your unlimited desktop.
    • Confidential Free  v.1Confidential helps you and your team to be compliant to legal regulations, contractual obbligations and internal policies, by allowing you to tag files, with different levels of confidentiality, along with your team.
    • CorpusSearch for Linux  v.2.002.71A tool that finds syntactic structures in a corpus ...
    • Garlicsim_wx for Python  v.2.6.5GarlicSim is an ambitious open-source project in the field of scientific computing, specifically computer simulations.