Packages

  • package root
    Definition Classes
    root
  • package apps
    Definition Classes
    root
  • package activity

    The activity package contains example applications for activity oriented simulation models.

    The activity package contains example applications for activity oriented simulation models.

    Definition Classes
    apps
  • package analytics

    The analytics package contains example applications for analytics: prediction, classification or clustering.

    The analytics package contains example applications for analytics: prediction, classification or clustering.

    Definition Classes
    apps
  • AutoMPG_Regression
  • Census
  • Pendulum
  • PokerBayes
  • SolarRadiation
  • TempPerceptron
  • TempRegression
  • TennisBayes
  • package database

    The database package contains applications of databases.

    The database package contains applications of databases.

    Definition Classes
    apps
  • package dynamics

    The dynamics package contains example applications for continuous simulation models based on Ordinary Differential Equations 'ODE's or Partial Differential Equations 'PDE's.

    The dynamics package contains example applications for continuous simulation models based on Ordinary Differential Equations 'ODE's or Partial Differential Equations 'PDE's.

    Definition Classes
    apps
  • package event

    The event package contains example applications for event oriented simulation models.

    The event package contains example applications for event oriented simulation models.

    Definition Classes
    apps
  • package game

    The game package contains example applications for simulation oriented games.

    The game package contains example applications for simulation oriented games.

    Definition Classes
    apps
  • package montecarlo

    The montecarlo package contains example applications for Monte Carlo Simulation.

    The montecarlo package contains example applications for Monte Carlo Simulation.

    Definition Classes
    apps
  • package optimization

    The optimization package contains example applications for finding solutions (minima or maxima) to optimization problems.

    The optimization package contains example applications for finding solutions (minima or maxima) to optimization problems.

    Definition Classes
    apps
  • package process

    The process package contains example applications for process oriented simulation models.

    The process package contains example applications for process oriented simulation models.

    Definition Classes
    apps
  • package state

    The state package contains example applications for state oriented simulation models.

    The state package contains example applications for state oriented simulation models.

    Definition Classes
    apps
  • package tableau

    The tableau package contains example applications for tableau oriented simulation models.

    The tableau package contains example applications for tableau oriented simulation models.

    Definition Classes
    apps
p

apps

analytics

package analytics

The analytics package contains example applications for analytics: prediction, classification or clustering.

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  1. object AutoMPG_Regression extends App

    The AutoMPG_Regression object performs regression on the UCI AutoMPG dataset.

    The AutoMPG_Regression object performs regression on the UCI AutoMPG dataset.

    See also

    archive.ics.uci.edu/ml/datasets/Auto+MPG > runMain apps.analytics.AutoMPG_Regression

  2. object Census extends App

    The Census object is a sample application that performs basic analytics on census data.

    The Census object is a sample application that performs basic analytics on census data. FIX: must download the following file.

    See also

    archive.ics.uci.edu/ml/machine-learning-databases/census1990-mld/ > runMain apps.analytics.Census

  3. object Pendulum extends App

    The Pendulum object is a simple application that fits data governed by a differential equation (pendulum equations) using Principal Differential Analysis.

    The Pendulum object is a simple application that fits data governed by a differential equation (pendulum equations) using Principal Differential Analysis. FIX - make a Scala DSL for readble system of Ordinary Differential Equations (ODEs) FIX - extend to Differential Algebraic Equations (DAEs)

    See also

    www.math.ucdavis.edu/~tracy/courses/math22B/22BBook.pdf > runMain apps.analytics.Pendulum

  4. object PokerBayes extends App

    The PokerBayes object is a sample application that uses the NaiveBayes and AugNaiveBayes classes.

    The PokerBayes object is a sample application that uses the NaiveBayes and AugNaiveBayes classes. Classify a poker hand consisting of 5 cards. The hand is to be classified as one of the following types of hands:

    0: Nothing in hand; not a recognized poker hand 1: One pair; one pair of equal ranks within five cards 2: Two pairs; two pairs of equal ranks within five cards 3: Three of a kind; three equal ranks within five cards 4: Straight; five cards, sequentially ranked with no gaps 5: Flush; five cards with the same suit 6: Full house; pair + different rank three of a kind 7: Four of a kind; four equal ranks within five cards 8: Straight flush; straight + flush 9: Royal flush; {Ace, King, Queen, Jack, Ten} + flush

    See also

    archive.ics.uci.edu/ml/datasets/Poker+Hand > runMain apps.analytics.PokerBayes

    archive.ics.uci.edu/ml/machine-learning-databases/poker/poker-hand.names

  5. object SolarRadiation extends App

    The SolarRadiation object is a sample application that performs basic analytics on solar radiation and meteorological data.

    The SolarRadiation object is a sample application that performs basic analytics on solar radiation and meteorological data. The data is provided by NSRDB. Hourly Global Horizontal Radiation data of 40 sites from the years 1961 to 1990 is considered. Operations are performed directly on compressed (RLE) vector and matrix. FIX: must download the following file.

    See also

    rredc.nrel.gov/solar/old_data/nsrdb/1961-1990/hourly/compressed/ > runMain apps.analytics.SolarRadiation

    rredc.nrel.gov/solar/old_data/nsrdb/

  6. object TempPerceptron extends App

    The TempPerceptron object trains a perceptron on a small dataset of temperatures from counties in Texas where the variables/factors to consider are Latitude (x1), Elevation (x2) and Longitude (x3).

    The TempPerceptron object trains a perceptron on a small dataset of temperatures from counties in Texas where the variables/factors to consider are Latitude (x1), Elevation (x2) and Longitude (x3). The regression equation is the following:

    y = sigmoid (w dot x) = sigmoid (w0 + w1*x1 + w2*x2 + w3*x3)

    > runMain apps.analytics.TempPerceptron

  7. object TempRegression extends App

    The TempRegression object performs regression on a small dataset of temperatures from counties in Texas where the variables/factors to consider are Latitude (x1), Elevation (x2) and Longitude (x3).

    The TempRegression object performs regression on a small dataset of temperatures from counties in Texas where the variables/factors to consider are Latitude (x1), Elevation (x2) and Longitude (x3). The regression equation is the following:

    y = b dot x = b0 + b1*x1 + b2*x2 + b3*x3

    A fit is created for both the full model and a reduce model created using backward elimination.

    See also

    www.stat.ufl.edu/~winner/cases/txtemp.ppt > runMain apps.analytics.TempRegression

  8. object TennisBayes extends App

    The TennisBayes object is a sample application that uses the NaiveBayes class.

    The TennisBayes object is a sample application that uses the NaiveBayes class. Classify (No/Yes) whether a person will play tennis based on the measured integer-valued features.

    See also

    suanpalm3.kmutnb.ac.th/teacher/FileDL/choochart82255418560.pdf > runMain apps.analytics.TennisBayes

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