New in 10.0: Data Manipulation & Analysis
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
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