Data Loading

Working with Data Loading

univariate_datasets is the list of all dataset available.

using MLJTime
@show univariate_datasets

univariate_datasets = ["ACSF1", "Adiac", "AllGestureWiimoteX", "AllGestureWiimoteY", "AllGestureWiimoteZ", "ArrowHead", "Coffee", "Beef", "BeetleFly", "BirdChicken", "BME", "Car", "CBF", "Chinatown", "ChlorineConcentration", "CinCECGTorso", "Coffee", "Computers", "CricketX", "CricketY", "CricketZ", "Crop", "DiatomSizeReduction", "DistalPhalanxOutlineCorrect", "DistalPhalanxOutlineAgeGroup", "DistalPhalanxTW", "DodgerLoopDay", "DodgerLoopGame", "DodgerLoopWeekend", "Earthquakes", "ECG200", "ECG5000", "ECGFiveDays", "ElectricDevices", "EOGHorizontalSignal", "EOGVerticalSignal", "EthanolLevel", "FaceAll", "FaceFour", "FacesUCR", "FiftyWords", "Fish", "FordA", "FordB", "FreezerRegularTrain", "FreezerSmallTrain", "Fungi", "GestureMidAirD1", "GestureMidAirD2", "GestureMidAirD3", "GesturePebbleZ1", "GesturePebbleZ2", "Ham", "HandOutlines", "Haptics", "Herring", "InlineSkate", "InsectEPGRegularTrain", "InsectEPGSmallTrain", "InsectWingbeatSound", "ItalyPowerDemand", "LargeKitchenAppliances", "Lightning2", "Lightning7", "Mallat", "Meat", "MedicalImages", "MelbournePedestrian", "MiddlePhalanxOutlineCorrect", "MiddlePhalanxOutlineAgeGroup", "MiddlePhalanxTW", "MixedShapesRegularTrain", "MixedShapesSmallTrain", "MoteStrain", "NonInvasiveFetalECGThorax1", "NonInvasiveFetalECGThorax2", "OliveOil", "OSULeaf", "PhalangesOutlinesCorrect", "Phoneme", "PickupGestureWiimoteZ", "PigAirwayPressure", "PigArtPressure", "PigCVP", "PLAID", "Plane", "PowerCons", "ProximalPhalanxOutlineCorrect", "ProximalPhalanxOutlineAgeGroup", "ProximalPhalanxTW", "RefrigerationDevices", "Rock", "ScreenType", "SemgHandGenderCh2", "SemgHandMovementCh2", "SemgHandSubjectCh2", "ShakeGestureWiimoteZ", "ShapeletSim", "ShapesAll", "SmallKitchenAppliances", "SmoothSubspace", "SonyAIBORobotSurface1", "SonyAIBORobotSurface2", "StarlightCurves", "Strawberry", "SwedishLeaf", "Symbols", "SyntheticControl", "ToeSegmentation1", "ToeSegmentation2", "Trace", "TwoLeadECG", "TwoPatterns", "UMD", "UWaveGestureLibraryAll", "UWaveGestureLibraryX", "UWaveGestureLibraryY", "UWaveGestureLibraryZ", "Wafer", "Wine", "WordSynonyms", "Worms", "WormsTwoClass", "Yoga"]

Online Download

TSdataset(dataset::Array) function adds new data set from timeseriesclassification.com. to "data" folder for the MLJTime directory. Make sure that your path must be in the MLJTime directory. For example take ACSF1

TSdataset(["ACSF1"])

With TS Files

TSdataset(filepath::String) fucntion converts .ts files to .csv files & add in same folder so one create julia data. Path to the Dir will be inpute in this case.

TSdataset(""/Users/abc/MLJtime_pdf_data/GunPoint")

Julia Matrix & IndexedTables as Data Container.

Inbuilt Data sets to play

The famous dataset in TimeSeries are made available to pluge and play direcaly