Entities »

EntityValue — get values for properties of entities

Entity — represent a particular entity in the world

EntityProperty  ▪  EntityProperties  ▪  CommonName  ▪  CanonicalName  ▪  EntityTypeName  ▪  ...

Machine Learning »

Classify — classify data into categories using a built-in classifier or learning from examples

Predict — predict values from data using a built-in predictor or learning from examples

ClassifierFunction  ▪  PredictorFunction  ▪  ClassifierMeasurements  ▪  PredictorMeasurements

WDF (Wolfram Data Framework) »

SemanticImport — import a file to give WDF

Interpreter — specify how to convert a string to WDF

"Date"  ▪  "City"  ▪  "Number"  ▪  "PhoneNumber"  ▪  "URL"  ▪  ...

ThermodynamicData — properties of thermodynamic substances

Formulas »

FormulaData — give the equations for a specific formula

FormulaLookup — look up formula names based on specific criteria

QuantityVariable — represent a physical quantity

QuantityVariableIdentifier  ▪  QuantityVariablePhysicalQuantity  ▪  QuantityVariableDimensions  ▪  QuantityVariableCanonicalUnit

Currency

CurrencyConvert — convert between different currencies

InflationAdjust — current and historical inflation adjustments

DatedUnit — associate a specific date with a unit

Broad Support for Time Series Processing »

TimeSeries — series consisting of time-value pairs

EventSeries — special time series with no interpolation between samples

TemporalData — general collection of time series

Basic Operations

TimeSeriesWindow — give the time series in the specified time window

TimeSeriesInsert — insert time-value pairs into a time series

TimeSeriesRescale  ▪  TimeSeriesResample  ▪  TimeSeriesShift  ▪  TimeSeriesThread  ▪  TimeSeriesMap  ▪  TimeSeriesMapThread  ▪  RegularlySampledQ  ▪  MinimumTimeIncrement

Filtering & Aggregating Time Series

MovingMap — apply a function to a moving overlapping window

TimeSeriesAggregate — apply a function to a moving non-overlapping window

Differences  ▪  Accumulate  ▪  MovingAverage  ▪  MovingMedian  ▪  ...

LowpassFilter  ▪  HighpassFilter  ▪  MeanFilter  ▪  ...

Time Series Process Modeling »

TimeSeriesModelFit — automatically fit a time series model

TimeSeriesForecast  ▪  CorrelationFunction  ▪  PowerSpectralDensity  ▪  ...

Date & Time

DateObject  ▪  TimeObject

DateFormat  ▪  CalendarConvert  ▪  TimeZoneConvert

LABColor, LUVColor, XYZColor — use colors defined in CIE color spaces

New in Image Processing & Analysis »

BarcodeImage, BarcodeRecognize — generate and recognize 1D or 2D barcodes

ConformImages — make a list of images that have conforming properties

RemoveBackground — separate and remove background from an image

DominantColors — improvements and new options to find a list of dominant colors

RandomColor  ▪  ColorDistance  ▪  ChromaticityPlot

ConstantImage  ▪  LinearGradientImage  ▪  RadialGradientImage

ImageCollage  ▪  LocalAdaptiveBinarize  ▪  GrowCutComponents  ▪  ImageApplyIndexed  ▪  ImageSaliencyFilter  ▪  SavitzkyGolayMatrix

Use more functions for processing and analyzing 3D images

ComponentMeasurements  ▪  SelectComponents

ImageRotate  ▪  ImageTransformation  ▪  ImagePerspectiveTransformation

EdgeDetect  ▪  CrossingDetect  ▪  ContourDetect  ▪  CornerFilter

HistogramTransform  ▪  HistogramTransformInterpolation

FourierDCTFilter