[hemmerling] Mathematical Engineering

Related Pages:

• Data Processing 5/5 - Business Intelligence, Data Mining.
• Data Visualisation with Infographics.
• Instrumentation.
• Logfile Data Processing / Logfile Analysis / IT Operations Management.
• MathWorks ( MATLAB / Simulink ).
• National Instruments ( Labview, DIAdem ).
• PTC Mathcad.
• Simulation.

• Indo-German Workshop on Algorithms in India, 2015-03-09 - 2015-03-13.
• Meetup "Niedersachsen KI / Machine Learning Meetup (Hannover)".

• EN.Wikipedia "bc (programming language)", DE.Wikipedia "bc (Unix)" - “bc (kurz für basic calculator) ist eine numerische Programmiersprache, die an die Syntax von C angelehnt ist, sowie ein durch den POSIX-Standard genormter Interpreter, der diese Programmiersprache implementiert und dessen Vorhandensein in dem standardkonformen Betriebssystemen vorgeschrieben ist. Das herausstellende Merkmal von bc ist die Fähigkeit, mit Gleitkommazahlen (fast) beliebig großer Genauigkeit zu rechnen; die Grenze liegt je nach Version bei mindestens mehreren tausend Stellen, meist aber bei mehreren Millionen bis Milliarden”.

• Project Fortress.
  • Project Fortress Community ( old ).
  • Oracle Labs
    • Oracle Labs "Fortress FAQ".
  • EN.Wikipedia "Fortress (programming language)", DE.Wikipedia "Fortress (Programmiersprache)".

• The commercial GAMS - Cutting Edge Modeling, with free limited edition.
• Without a valid GAMS license the system will operate as a free demo system.
  • Model limits
    • Number of constraints and variables: 300
    • Number of nonzero elements: 2000 (of which 1000 nonlinear)
    • Number of discrete variables: 50 (including semi continuous, semi integer and member of SOS-Sets)
  • Additional Global solver limits
    • Number of constraints and variables: 10

• Exelis Visual Information Solutions.
  • Exelis Visual Information Solutions "IDL".
• SourceForge "GDL - GNU Data Language", SourceForge "GDL - GNU Data Language".
• EN.Wikipedia "IDL (programming language)", DE.Wikipedia "Interactive Data Language"

• The Julia Language.
• The free IDE Julia Studio - “An integrated development environment for the Julia language”.
  • EN.Wikipedia "Julia (programming language)", DE.Wikipedia "Julia (Programmiersprache)".

• EN.Wikipedia "MathML", DE.Wikipedia "MathML".

• Logfile Data Processing / Logfile Analysis / IT Operations Management.

• See Python.

• The R Project for Statistical Computing.
  • The Comprehensive R Archive Network.
    • The Comprehensive R Archive Network "R for Windows".
  • The Comprehensive R Archive Network "R FAQ".

• The once-commercial Revolution Analytics "R".
  • Revolution Analytics "The R Community"
  • Revolution Analytics Blog "Local R User Group Directory".
• The free Microsoft R Server for Win-64bit, Linux-64bit.
  • Microsoft Developer Network "Microsoft R Server".
• The free Microsoft MRAN "Microsoft R Open for Microsoft R Server 2016".
• Blog Revolutions. Daily news about using open source R for big data analysis, predictive modeling, data science and visualization, since 2008.
  • Revolutions "Revolution R renamed Microsoft R, available free to developers and students".
• Experts told me that ( in opposite to the OpenSource “R” ) the once-commercial edition is using “Intel Math Kernel Library”.
  • Intel Developer Zone "Intel Math Kernel Library (Intel MKL)".
  • Intel Developer Zone "No Cost Options for Intel Math Kernel Library (Intel MKL), Support Yourself, Royalty-Free".
  • EN.Wikipedia "Math Kernel Library".

• The OpenSource IDE RStudio. “RStudio requires R”, i.e.g RStudio isn't shipped with an “R” runtime.
  • The OpenSource RStudio Desktop for Windows, Linux, MacOSX.
  • The OpenSource RStudio Server for Linux.
  • RStudio "R for Windows FAQ".

• RDataMining.com: R and Data MiningRDataMining.com: R and Data Mining "Decision Trees".
• Trevor Stephens "Titanic: Getting Started With R".
  • Trevor Stephens "Titanic: Getting Started With R - Part 3: Decision Trees".
• Tutorialspoint "R - Decision Tree".

• Cortana Intelligence and Machine Learning Blog "Making R the Enterprise Standard for Cross-Platform Analytics, Both On-Premises and in the Cloud", 2016.
• KDnuggets. Data Mining Community's Top Resource "R GUIs you use frequently".
• Statistical Graphics and more. Statistical Graphics, Data Visualization, Visual Analytics, Data Analysis, Data Mining, User Interfaces – you name it "R GUIs: Which one fits you?", 2011-03-27.
• EN.Wikipedia "R (programming language)", DE.Wikipedia "R (Programmiersprache)".
• EN.Wikipedia "S (programming language)", DE.Wikipedia "S (Programmiersprache)".

• Scilab, INRIA "Scilab".
• Scicos, INRIA, Paris-Rocquencourt center "Scicos".

• Roberto Bucher "Interfacing Linux RTAI with Matlab / Simulink / RTW and Scilab / Scicos".
• Lydia E. van Dijk, Christoph L. Spiel : “Scilab Bag Of Tricks”.
  • Lydia E. van Dijk, Christoph L. Spiel "Scilab Bag Of Tricks" V2.5.
  • Lydia E. van Dijk, Christoph L. Spiel "Scilab Bag Of Tricks" V2.5.
• The commercial E-Books of eBookAktiv.
  • eBookAktiv "Grundlagen digitale Regelung und Mechatronik Simulation mit SCILAB/SCICOS".
• High Performance Computing Department of Southern Federal University, Russia "Scilab documentation".
  • R. Nikoukhah, S. Steer "SCICOS - A Dynamic System Builder and Simulator".
• Linbox, logiciels libres pour les professionnels "Scilab 2.6".
• Jesus Olivan Palacios "Neuro Traces".
  • Jesus Olivan Palacios "An introduction to the treatment of neurophysiological signals using Scilab".
• Bruno B. Pinçon "Bruno Scilab page".
• Universität Siegen | Meß- und Regelungstechnik "Kurzanleitung für Scilab".
• EN.Wikipedia "Scilab", DE.Wikipedia "Scilab".

• abaCal - “Your new online calculator for applied mathematics”.
• “Euler”.
  • Rene Grothmann "Euler Math Toolbox", SourceForge "Euler Math Toolbox", SourceForge "Euler Math Toolbox" for Windows.
  • Online HTML documentation SourceForge "Euler - Documentation".
  • SourceForge "Euler for GTK+", SourceForge "Euler for GTK+" by Eric Boucharé, for Linux with GTK+.
  • “Euler is a powerful numerical software like Matlab, but not a Matlab clone. Euler includes Maxima for symbolic computation”.
• GeoGebra - “Free mathematics software for learning and teaching”, “Interactive graphics, algebra and spreadsheet”.
• GNU Octave, GNU Octave for Linux and Windows.
  • Wiki Octave Wiki.
  • SourceForge "Octave-Forge - Extra packages for GNU Octave", SourceForge "Octave-Forge - Extra packages for GNU Octave".
• gnuplot, Sourceforge "gnuplot", Sourceforge "gnuplot" - portable command-line driven graphing utility.
• Maxima & wxMaxima.
  • Sourceforge "Maxima", Sourceforge "Maxima".
    • EN.Wikipedia "Maxima (software)", DE.Wikipedia "Maxima (Computeralgebrasystem)".
  • GitHub.io "wxMaxima", GitHub "andrejv/wxmaxima", SourceForge "wxMaxima. Cross platform GUI for Maxima", SourceForge "wxMaxima. Cross platform GUI for Maxima".
    • “A document based interface for the computer algebra system Maxima”.
    • “A gui for the computer algebra system Maxima built with wxWidget”.
• Sage - “A free open-source mathematics software system”.
• EN.Wikipedia "Satisfiability modulo theories" - “SMT solvers”, for solving logical expressions.
• Fachhochschule Augsburg "math4u2".

• RANDOM.ORG - True Random Number Service.
  • RANDOM.ORG "Random Integer Generator".

• ADLINK Technology.
• Gantner Technologies.
• HBM.
• DEWESoft.
• Advantech.
• imc DataWorks.
• National Instruments.
• Keyence Corporation.
• Keysight / Agilent Technologies.
• Yokogawa.
• Dewetron.

• Maplesoft "Maple".
  • Maplesoft Pilot Test Website.
• Wolfram Research "Mathematica".
  • The free service Wolfram Alpha - “computational knowledge engine”.
• muMATH, muSIMP, Derive.
  • EN.Wikipedia "MuMATH".
  • EN.Wikipedia "Derive (computer algebra system)", DE.Wikipedia "Derive".
  • Archive.org "Soft Warehouse Europe - A Brief History of the muMATH / DERIVETM CASs".
• MuPAD.
  • SciFace Software GmbH & Co. KG.
  • Mathworks "MuPAD. Perform symbolic computations with the MuPAD language and engine" → MATLAB toolbox “Symbolic Math Toolbox”.
  • EN.Wikipedia "MuPAD", DE.Wikipedia "MuPAD".
  • MacKichan Software - "Scientific WorkPlace", "Scientific Word", "Scientific Notebook" - “With the built-in computer algebra engine MuPAD 3.1.”.
• O-Matrix: Visual Data Analysis and Technical Computing for Windows.
• OriginLab "Origin", "OriginPro" - “Data Analysis and Graphing Software”.
  • OriginLab "LabTalk Programming / Expand LabTalk Programming / LabTalk Scripting Guide / Expand LabTalk Scripting Guide "2.16 Working with Python".
  • EN.Wikipedia "Origin (software)", DE.Wikipedia "Origin (Software)".
• EN.Wikipedia "S (programming language)", EN.Wikipedia "S-PLUS". *Universal Technical Systems, Inc "TK Solver".

• Book Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani: "An Introduction to Statistical Learning: with Applications in R", 2017. Experts suggested me to read this first.
• Book Trevor Hastie, Robert Tibshirani, Jerome Friedman: "The Elements of Statistical Learning: Data Mining, Inference, and Prediction", 2008 & 2017. Experts suggested me to read this not as first book.
• Course Kogod School of Business. American University. Washington, DC "Introduction to Statistical Learning: With Applications in R" by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani - Free “Lecture Slides and Videos”.
• YouTube Channel "Statistical Learning".
• The free course Stanford University "Statistical Learning", 2016.
• The free course Stanford University "Statistical Learning", 2016.
• Kaggle Forum "Online StatLearning class".

• Udemy.
• Coursera.

• War Thunder - Official Forum "Der Angeber-Thread" - Statistics & mathematics ( Mean vs. arithmetic means,..).
• Wikipedia
  • DE.Wikipedia "Median".
  • EN.Wikipedia "Interquartile range" (IQR).
  • DE.Wikipedia "Mittelwert".
  • DE.Wikipedia "Arithmetischen Mittelwert".
  • EN.Wikipedia "Robust statistics", DE.Wikipedia "Robuste Schätzverfahren".
  • DE.Wikipedia "Standardabweichung".
  • DE.Wikipedia "Varianz (Stochastik)".
  • DE.Wikipedia "Standardfehler".
• YouTube "Mean vs Median".
  • Arithmetic means ⇒ Standard deviation.
  • Median ⇒IQR.

• ChemieOnline Forum.
  • ChemieOnline Forum "Matlab-Clones Scilab und Octave".
  • ChemieOnline Forum "Einführungskurs: MATLAB in der Verfahrenstechnik".
• Eng-Tips Forums "General Engineering Programs Category".
• GAMS World - “A web site aiming to bridge the gap between academia and industry by providing highly focused forums and dissemination services in specialized areas of mathematical programming”.
• Prof. Dr.-Ing. T. Harriehausen, Fachbereich Elektrotechnik, Ostfalia Hochschule für angewandte Wissenschaften "Mathematik-Software für Studierende".
• Kaggle: Your Home for Data Science.
• Andy Liaw "gnuplot 3.5 User's Guide"
  • Andy Liaw, gnuplot 3.5 User's Guide "More on Plotting", section “Plotting Data Files”.
• MathTools.Net - Link Exchange for the Technical Computing Community - “hostet by Mathworks”.
• Andrei Yu. Semenov "Physics Related Software Manuals/Links".
• The free PDF book Steven W. Smith "The Scientist and Engineer's Guide to Digital Signal Processing".
• EN.Wikipedia "SCADA" -“Supervisory Control and Data Acquisition”.
• Wolf, Wolffdata "Applications with Scilab and Maxima" - “A selection of sites for Free Math Tools”.
• Wolfram MathWorld - “The Web's Most Extensive Mathematics Resource”.

• Book Ilja N. Bronstein, K. A. Semendjajew, Gerhard Musiol, Heiner Mühlig "Taschenbuch der Mathematik".
• The series of books “Das Gelbe Rechenbuch”.
  • Book Peter Furlan "Das gelbe Rechenbuch. Für Ingenieure, Naturwissenschaftler und Mathematiker. Band 1. Lineare Algebra. Differentialrechnung".
  • Book Peter Furlan "Das gelbe Rechenbuch. Für Ingenieure, Naturwissenschaftler und Mathematiker. Band 2. Integralrechnung. Mehrdimensionale Differentialrechnung. Mehrdifferentiale Integralrechnung".
  • Book Peter Furlan "Das gelbe Rechenbuch. Für Ingenieure, Naturwissenschaftler und Mathematiker. Band 3. Gewöhnliche Differentialgleichungen. Funktionentheorie. Integraltranformationen. Partielle Differentialgleichungen".
  • Accompanying website Peter Furlan “Das Gelbe Rechenbuch”]].

• Moroney, Michael Joseph “Einführung in die Statistik” ( “Facts from figures” ), 1970.
  • “Einführung in die Statistik. Teil 1. Grundlagen und allgemeiner Teil”, 1970.
  • “Einführung in die Statistik. Teil 2. Besondere Verfahren und Techniken, mit 163 Tabellen”, 1971.

• Free online book Numerical Recipes - The Art of Scientific Computing.
• Free HTML and PDF book Steven W. Smith "The Scientist and Engineer's Guide to Digital Signal Processing".
• Book Hans J Scheibl "Numerische Methoden für den Ingenieur: Praktische Anwendungen auf dem PC", 1994

• Additive Academy.

• abaCal Forum.
• DSP FAQ Index, FAQs (Frequently asked questions with answers) on Digital Signal Processing.
• Elastic Discussion Forums.
• Exelis Forums.
• Facebook "Elastic".
• GAMS World Forum.
• Google.
  • Google Groups "comp.soft-sys.math.scilab".
  • Google Groups "comp.dsp", Google Groups "comp.compression", Google Groups "comp.speech.research".
  • Google Groups "splunkdev".
• Kaggle: Your Home for Data Science "Discussion".
• Mathematics Stack Exchange.
• MathOverflow.
  • EN.Wikipedia "MathOverflow".
• Meetup "Kasseler useR Group (R Programming Language)".
• Numerical Recipes - The Art of Scientific Computing.
• PlanetPTC Community.

• OpenDirectory "Top: Science: Math: Software: MATLAB".
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• OpenDirectory "Top: World: Deutsch: Wissenschaft: Mathematik: Software".
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