Statistics with Julia Book

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Statistics with Julia:
Fundamentals for Data Science, Machine Learning
and Artificial Intelligence.

A book by Yoni Nazarathy and Hayden Klok.
These are the 126 figures that appear in the book and are generated via code examples of the book. Each figure has a story and you can explore that story in the book. However, you can also use this gallery as an example guide for basic Julia plotting and graphics. Click on an image to see the source code.
https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/networkLifeTime.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/springMass.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/bayesMCMC.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/qLearning.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/pretrainedMNIST.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/bayesUnivariateConjugate.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/lassoSelection.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/NN_mnist.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/2_chapter/fishing.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/ksBrownian.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/residualAnalysis.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/radialPlot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/pcaMNIST.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/KDE.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/confPredBands.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/mdpValueIteration.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/2_chapter/catalan.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/power.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/dropout.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/2_chapter/birthdayProblem.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/hClustering.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/gammaDist.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/residualAnalysis.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/binomialCoinFlip.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/basicCRN.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/leastSqSGD.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/pieChart.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/qqPlot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/mleGamma.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/twoRNGs.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/logisticRegressionMNIST.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/MNISTbasic.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/simpleMarkov.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/continuousUniform.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/receiverOperatingCurve.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/cdfFromPdf.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/mm1DESwaitingTimes.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/teststatPvalRejectregion.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/propCIcoverageAccuracy.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/andrewsPlot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/residualAnalysis.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/powerCurves.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/normalCalculus.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/mgf.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/gammaLikelihood.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/anscombeQuartet.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/ecdf.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/simpLinRegHypTst.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/bayesUnivariate.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/ksStatistic.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/expGeom.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/bestFitLine.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/inverseCDF.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/stackplot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/graph.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/normalProbabilityPlot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/ganMNISTGenerate.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/boxplot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/varianceCIalphas.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/cauchyCMA.jl https://github.com/h-Klok/StatsWithJuliaxBook/blob/master/8_chapter/autocorrelation.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/multiLinear.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/ridgeRegressionCross.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/hypergeometric.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/marginalHists.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/predatorPreyStoch.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/friendOfANormalDistribution.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/multiRVgeneration.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/jointPDF.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/manualHistogram.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/mm1Gillespie.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/bivariateNormal.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/interaction.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/simpleHypothesisTest.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/logisticRegression.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/credible.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/poisson.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/triangularDist.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/negativeBinomial.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/hailstoneHistogram.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/nonlinearGLM.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/simpsonsParadox.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/temperatureNoise.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/imageProcessing.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/fDistribution.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/ciCoverage.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/varianceTransformation.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/uniformDiscreteDice.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/anovaFDistribution.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/geometric.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/mm_vs_mle.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/kMeans.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/discreteContinuous.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/sampleVarDists.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/meanVarIndependence.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/barPlots.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/tDistribution.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/randomWalks.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/predictionInterval.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/weibullHazard.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/boxplot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/linearRegressionTimeSeries.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/normalDistribution.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/predatorPrey.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/statsPlotsDensity.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/9_chapter/pca.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/vDOF_comparison.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/piEstimate.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/scatterplotMatrix.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/distRegEstimators.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/timeSeriesEDA.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/lcg.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/reliability.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/centralLimitTheorem.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/7_chapter/pValDist.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/2_chapter/occupancyProblem.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/randomVariable.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/polyInterpolate.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/stochasticSIR.jls https://github.com/h-Klok/StatsWithJuliaBook/blob/master/1_chapter/plotSimple.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/8_chapter/usingGLM.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/10_chapter/deterministicSEIR.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/4_chapter/multipleSimplePlot.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/3_chapter/triangularDistInv.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/6_chapter/bCI.jl https://github.com/h-Klok/StatsWithJuliaBook/blob/master/5_chapter/statisticsOfARandomSample.jl