Summary of Features in 11.0
A list of key new features since 10.4, including features experimental in 11.0.
Full list of new features and updates since 10.0 »
User Interface & Input Forms
open all close allForm Creation »
FormControl — specify current and default values for the form controls, e.g. input fields
3D Printing & Geometry
3D Printing »
Printout3D — automatically print using an online 3D print service or local 3D printer
RegionSize ▪ Printout3DPreviewer ▪ $Printout3DPreviewer ▪ ...
Simple Model Creation
"ThickSurface" — 3D printing PlotTheme for surface plotting functions
"FilledSurface" — 3D printing PlotTheme for Plot3D and ListPlot3D
Plot3D ▪ ListPlot3D ▪ ParametricPlot3D ▪ ContourPlot3D ▪ ...
Curated Models
"Region" — new property that gives 3D-printable models for many data collections
PolyhedronData ▪ AnatomyData ▪ GeoElevationData ▪ ChemicalData ▪ KnotData
Model Repair & Adjustments
FindMeshDefects — find holes and other defects in meshes
RepairMesh — automatically repair defects in meshes
Audio Processing
Audio Creation »
Audio — create and represent audio using data, files, and URLs
AudioGenerator ▪ ExampleData ▪ Import ▪ ...
Audio Visualization
AudioPlot — plot the audio waveforms
Audio Properties »
AudioLocalMeasurements — compute time-varying properties as a time series
Duration ▪ AudioData ▪ AudioType ▪ AudioQ ▪ ...
Audio Manipulation
AudioResample — resample audio to a different sample rate
AudioTrim ▪ AudioDelete ▪ AudioPartition ▪ AudioSplit ▪ AudioPan ▪ ...
Audio Composition
AudioOverlay — overlay several audio objects
AudioJoin ▪ AudioChannelCombine ▪ AudioChannelSeparate ▪ ConformAudio
Audio Effects
AudioReverb — create audio by adding reverberations
AudioFade ▪ AudioPitchShift ▪ AudioFrequencyShift ▪ AudioDelay
Audio Filtering »
LowpassFilter — lowpass filter an audio
GaussianFilter ▪ MeanFilter ▪ MinFilter ▪ EntropyFilter ▪ ...
Machine Learning & Neural Networks
Feature Extraction »
FeatureExtraction — learn a feature extractor function from data
FeatureExtractorFunction ▪ FeatureExtract ▪ FeatureExtractor ▪ ...
Bayesian Optimization »
BayesianMinimization — Bayesian constrained minimization
BayesianMaximization ▪ BayesianMinimizationObject ▪ ...
Neural Networks »
NetGraph — symbolic representation of neural networks
"WLNet" — Wolfram Language Net representation format
NetChain ▪ NetPort ▪ NetExtract ▪ ...
Network Layers
ConvolutionLayer — trainable 2D convolutional net layer
PoolingLayer — 2D pooling net layer
ElementwiseLayer ▪ TotalLayer ▪ SoftmaxLayer ▪ MeanSquaredLossLayer ▪ MeanAbsoluteLossLayer ▪ CrossEntropyLossLayer ▪ CatenateLayer ▪ FlattenLayer ▪ ReshapeLayer ▪ SummationLayer
Network Encoding and Training
NetTrain — train parameters in any net from examples
Visualization
Anatomy Visualization
AnatomyPlot3D — plots anatomical entities
Geo Visualization »
GeoHistogram — spatial histograms for geographic data
Labeling »
Callout — automatic labeling of points and curves in visualization functions
CalloutMarker ▪ CalloutStyle ▪ LeaderSize ▪ LabelingFunction ▪ ...
ListPlot ▪ Plot ▪ ListLinePlot ▪ ListStepPlot ▪ DateListPlot ▪ ...
Exclusions »
Exclusions — automatically compute and cut curves and surfaces at singularities
Plot ▪ Plot3D ▪ ParametricPlot ▪ ParametricPlot3D ▪ DensityPlot ▪ ...
Other
WordCloud — improved performance and support for general expressions
Plot — now supports ScalingFunctions
RulePlot — visualize rules and evolutions of computational systems
Mathematical Computation & Algorithms
Integral Equations »
DSolveValue — solve differential-integral equations such as Fredholm, Volterra, etc.
Partial Differential Equations »
PeriodicBoundaryCondition — solve periodic boundary value problems
NDSolve ▪ NDSolveValue ▪ ...
Integral Transforms »
MellinTransform — compute the Mellin transform of a function
InverseMellinTransform ▪ MellinConvolve ▪ MeijerGReduce
Combinatorial Optimization
KnapsackSolve — dedicated knapsack solver
Computational Systems
ShiftRegisterSequence — sequence from a linear or nonlinear feedback shift register
Image & Signal Processing
Feature Detection »
ImageMesh — convert foreground of an image to a boundary mesh region
ImageDisplacements — find dense optical flow across a sequence of images
TextRecognize — support for multiple languages
Segment Analysis »
ComponentMeasurements, SelectComponents — more flexible interface for component selection
Signal Processing »
BiquadraticFilterModel — design a biquadratic filter
ArrayResample — now supports Antialiasing
Distances and Similarity Measures »
WarpingDistance — compute dynamic time warping (DTW) between two sequences
Cloud & Web Operations
Channel-Based Communication »
CreateChannel — create a new communication channel on the server
DeleteChannel ▪ ChannelObject ▪ ChannelListen ▪ ChannelSend ▪ FindChannels ▪ ChannelListener ▪ ChannelSubscribers ▪ ...
Web Operations »
HTTPRequest — symbolic representation of an HTTP request
URLRead ▪ URLSubmit ▪ URLDownload ▪ FollowRedirects ▪ ...
Cookie Management »
CookieFunction — what to do with cookies received in an HTTP response
$Cookies ▪ $CookieStore ▪ FindCookies ▪ ClearCookies ▪ ...
Cloud Permissions »
PermissionsKey — represent a permissions key to be used in specifying permissions
PermissionsKeys ▪ DeletePermissionsKey
Webpages and Forms
GalleryView — specify a gallery of hyperlinked images or other objects
Other
PingTime — test the time to reach a network host
URL — symbolic representation of a URL, potentially including a port number (default: 80)
LocalCache — caches the content of a cloud object or URL
Natural Language / Knowledgebase
Knowledge Representation & Access »
EntityStore — complete representation of custom entities and their properties
Dated — represent an entity or property on a specific date
Wolfram Data Repository »
ResourceSearch — search for data resources using titles, descriptions, etc.
ResourceObject ▪ ResourceData ▪ ResourceRemove ▪ ...
Interpreter Types »
"Alphabet" ▪ "ComputedAlphabet" ▪ "ComputedContinent" ▪ "ComputedICDNine" ▪ "ComputedICDTen" ▪ "ComputedGeographicRegion" ▪ "ComputedProgrammingLanguage" ▪ "ComputedTopLevelDomain" ▪ "ComputedYogaPose" ▪ "ComputedYogaPosition" ▪ "ComputedYogaProp" ▪ "ComputedYogaSequence" ▪ "Continent" ▪ "DayOfWeek" ▪ "EntityProperty" ▪ "EntityType" ▪ "ExportFormatString" ▪ "GeographicRegion" ▪ "ICDNine" ▪ "ICDTen" ▪ "ICDTenClass" ▪ "ImportFormatString" ▪ "MIMETypeString" ▪ "ProgrammingLanguage" ▪ "TopLevelDomain" ▪ "YogaPose" ▪ "YogaPoseClass" ▪ "YogaPosition" ▪ "YogaProp" ▪ "YogaSequence"
Language Enhancements
File Operations
FileSystemMap — give results of applying an operation to nested directories of files
Text Search
SearchResultObject — symbolic representation of the result from a text search
Constructing Lists
CenterArray — embed an array at the center of another array of any dimension
Groupings — gives all possible groupings of n elements taken k at a time
Date & Time
DateBounds — find the first and last dates from a list of dates
Evaluation Control
Once — evaluate an expression only once in a particular session
Numerical Functions
String Manipulation
StringPart — get one or more characters from specific positions in a string
Standalone Wolfram Language Kernels
wolframscript — execute code locally or in the cloud, or run a standalone script