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