List Manipulation »

Threaded — thread arrays at deep levels of other arrays

DeleteElements — delete elements from a list

DeleteAdjacentDuplicates — delete identical adjacent elements in a list

SymmetricDifference, UniqueElements — compare elements of several lists

DisjointQ (updated), IntersectingQ (updated), SubsetQ (updated) — new SameTest option

Functional Programming »

ReplaceAt — use replacement rules at specific positions

MapApply — apply a function at level one

Until — perform evaluations until passing a test

SameAs — operator form of SameQ

Splice (updated) — splice expressions with any head, not just List

LeafCount (updated) — new Heads option

Date & Time »

DateDifference (updated), DatePlus (updated) — new Method option to specify date arithmetic type

DateDifference (updated), DatePlus (updated) — improved performance

TimeZone  (updated)   ▪  $TimeZone  (updated)   ▪  TimeZoneConvert  (updated) 

Calculus »

ImplicitD — implicit differentiation

IntegrateChangeVariables — change of variables in integrals

DSolveChangeVariables — change of variables in differential equations

ResidueSum — sum the residues of a function over a region, typically for contour integration

Fractional Calculus »

FractionalD — Riemann–Liouville fractional derivative

CaputoD — Caputo fractional derivative

LaplaceTransform (updated) — can now transform Caputo fractional derivatives

DSolve (updated) — can now solve Caputo fractional differential equations

MittagLefflerE (updated) — the "exponential" of fractional DEs

Structured Matrices »

PermutationMatrix — structured matrices with short specifications and fast computations

LowerTriangularMatrix  ▪  UpperTriangularMatrix  ▪  BlockDiagonalMatrix  ▪  BlockLowerTriangularMatrix  ▪  BlockUpperTriangularMatrix

Differential & Difference Equations

IncludeSingularSolutions — DSolve can now also find singular solutions

AsymptoticDSolveValue (updated) — can now use symbolic vector variables

RSolveValue (updated), AsymptoticRSolveValue (updated) — can now use symbolic vector variables

Special Functions

CenteredInterval (updated) — interval evaluation supported in 36 more special functions

Interval (updated) — is now supported in all special functions that do interval evaluation

AlternatingFactorial  (updated)   ▪  AngerJ  (updated)   ▪  Binomial  (updated)   ▪  CatalanNumber  (updated)   ▪  DawsonF  (updated)   ▪  EllipticNomeQ  (updated)   ▪  FactorialPower  (updated)   ▪  Fibonacci  (updated)   ▪  FresnelF  (updated)   ▪  FresnelG  (updated)   ▪  Gudermannian  (updated)   ▪  HankelH1  (updated)   ▪  HankelH2  (updated)   ▪  HarmonicNumber  (updated)   ▪  Haversine  (updated)   ▪  InverseGudermannian  (updated)   ▪  InverseHaversine  (updated)   ▪  JacobiZeta  (updated)   ▪  LogisticSigmoid  (updated)   ▪  LucasL  (updated)   ▪  ParabolicCylinderD  (updated)   ▪  ScorerGi  (updated)   ▪  ScorerGiPrime  (updated)   ▪  ScorerHi  (updated)   ▪  ScorerHiPrime  (updated)   ▪  SphericalBesselJ  (updated)   ▪  SphericalBesselY  (updated)   ▪  SphericalHankelH1  (updated)   ▪  SphericalHankelH2  (updated)   ▪  Subfactorial  (updated)   ▪  Surd  (updated)   ▪  WeberE  (updated)   ▪  WhittakerM  (updated)   ▪  WhittakerW  (updated)   ▪  ZernikeR  (updated)   ▪  Erf  (updated) 

TernaryListPlot — plot ratios of quantities

Categorical Data Visualization

NominalScale — pure labels of classes (red, green, blue, ...)

OrdinalScale — ordered labels of classes (small < medium < large ...)

Scaling Functions

ScalingFunctions (updated) — now supports nominal, ordinal and date scales

Scaling Support in Scalar Visualization Functions

ScalingFunctions (updated) — added support in numerous scalar visualization functions

ContourPlot3D  (updated)   ▪  DateListLogPlot  (updated)   ▪  DensityPlot3D  (updated)   ▪  ListContourPlot3D  (updated)   ▪  ListCurvePathPlot  (updated)   ▪  ListDensityPlot3D  (updated)   ▪  ListLogLinearPlot  (updated)   ▪  ListLogLogPlot  (updated)   ▪  ListLogPlot  (updated)   ▪  ListPolarPlot  (updated)   ▪  ListSliceContourPlot3D  (updated)   ▪  ListSliceDensityPlot3D  (updated)   ▪  ListSliceVectorPlot3D  (updated)   ▪  ListSurfacePlot3D  (updated)   ▪  LogLinearPlot  (updated)   ▪  LogLogPlot  (updated)   ▪  LogPlot  (updated)   ▪  ParametricPlot  (updated)   ▪  ParametricPlot3D  (updated)   ▪  PolarPlot  (updated)   ▪  ProbabilityScalePlot  (updated)   ▪  RegionPlot3D  (updated)   ▪  RevolutionPlot3D  (updated)   ▪  SliceContourPlot3D  (updated)   ▪  SliceDensityPlot3D  (updated)   ▪  SliceVectorPlot3D  (updated)   ▪  SphericalPlot3D  (updated) 

Scaling Support in Vector Visualization Functions

ScalingFunctions (updated) — added support in numerous vector visualization functions

LineIntegralConvolutionPlot  (updated)   ▪  ListLineIntegralConvolutionPlot  (updated)   ▪  ListStreamDensityPlot  (updated)   ▪  ListStreamPlot  (updated)   ▪  ListStreamPlot3D  (updated)   ▪  ListVectorDensityPlot  (updated)   ▪  ListVectorDisplacementPlot  (updated)   ▪  ListVectorDisplacementPlot3D  (updated)   ▪  ListVectorPlot  (updated)   ▪  ListVectorPlot3D  (updated)   ▪  StreamDensityPlot  (updated)   ▪  StreamPlot  (updated)   ▪  StreamPlot3D  (updated)   ▪  VectorDensityPlot  (updated)   ▪  VectorDisplacementPlot  (updated)   ▪  VectorDisplacementPlot3D  (updated)   ▪  VectorPlot  (updated)   ▪  VectorPlot3D  (updated) 

Mesh Regions »

MeshRegion (updated) — now support Polyhedron cells, allowing for honeycombs etc.

VoronoiMesh (updated) — now support 3D Voronoi decompositions

Region Reconstruction from Point Clouds

ReconstructionMesh — can reconstruct 1D, 2D and 3D meshes from point clouds

EstimatedPointNormals — estimate normals to points in a point cloud

GradientFittedMesh  (updated)   ▪  ConcaveHullMesh  (updated) 

Special Regions

GeodesicPolyhedron — approximate balls from subdivision of Platonic polyhedra

InfiniteLineThrough  ▪  CircularArcThrough

Region Computation

Integrate (updated) — improved performance and robustness when integrating over regions

SpherePoints (updated) — return results with any specified precision

System Integration

SpatialPointData — can now be used for points in the geometry framework

Geometry Resources

PolyhedronData (updated) — 28 new polyhedra including all topological hexahedron types

ResourceData (updated) — new 3D geometric models

Plane Geometry

GeometricStylingRules — style structures in a GeometricScene

Graph Operations

GraphProduct — compute graph products

GraphJoin  ▪  GraphSum

Graph Constructors

TorusGraph — generate a torus graph

BuckyballGraph — generate a buckyball graph

Graph Resources

GraphData (updated) — 500+ new graphs, classes and properties

ResourceData (updated) — give string values of graph options

Graphics (updated), Graphics3D (updated) — now accept images as a primitives

Effects

DropShadowing — drop shadow effect in 2D

Shaders

FlatShading — flat per face shading

GouraudShading — smooth per vertex shading

PhongShading — smooth per pixel shading

Video Computation »

Video (updated) — improved GUI performance and stability

PlaybackSettings  ▪  VideoTransparency  ▪  VideoEncoding  (updated) 

Video Creation »

VideoCapture — interactive video recording from webcams and other devices

VideoScreenCapture — interactive screen video recording

TourVideo  (updated)   ▪  FrameListVideo  (updated)   ▪  VideoRecord  (updated) 

Video Editing

RemoveAlphaChannel (updated) — remove alpha channel from video frames

SetAlphaChannel  (updated)   ▪  AlphaChannel  (updated) 

Image Computation »

ImageDisplacements (updated) — support for animated images, adding a new method

ImageFeatureTrack  (updated)   ▪  ImageStitch  (updated)   ▪  ImageMeasurements  (updated) 

Machine Learning »

ContentDetectorFunction (updated) — support for Information

DimensionReducerFunction  (updated)   ▪  FeatureExtractorFunction  (updated) 

FindClusters (updated) — support for fixed number of clusters and UpTo

ClusterClassify  (updated)      ▪  ClusteringComponents  (updated) 

Interpretable Machine Learning

FeatureValueImpactPlot — plots the impact of a feature on a model result

FeatureImpactPlot — plots the impact of each feature together

CumulativeFeatureImpactPlot — plots the cumulative impact of each feature

FeatureValueDependencyPlot — plots the result dependency on a feature value

Network Layers »

ReplicateLayer (updated) — support for integer arrays

RandomArrayLayer (updated) — support for more statistical distribution

AttentionLayer (updated) — support for dropout and local masking

ElementwiseLayer (updated) — new activations "Mish" and "GELU"

ThreadingLayer  (updated)   ▪  FunctionLayer  (updated) 

Network Training »

NetTrain (updated), LossFunction (updated) — support for multi-output and nonscalar loss

Encoders & Decoders »

"Image" (updated) — resampling and padding support

"Class" (updated) — support for top-k and top-p sampling (nucleus sampling)

Formats

"ONNX" (updated) — export support for net operators

Tree Construction & Representation »

Tree (updated) — extended representation, including associations of children nodes

UnlabeledTree — display a tree without labels

ExpressionTree (updated), TreeExpression (updated) — new structure conversions (XML, JSON, ...)

Tree Labeling & Styling »

TreeElementShape — specify the visual shape of tree nodes

TreeElementLabelStyle  ▪  TreeElementLabelFunction  ▪  TreeElementStyleFunction  ▪  TreeElementSize  ▪  TreeElementSizeFunction  ▪  TreeElementShapeFunction  ▪  TreeElementCoordinates

ParentEdgeStyle — specify the style of tree edges

ParentEdgeLabel  ▪  ParentEdgeLabelStyle  ▪  ParentEdgeLabelFunction  ▪  ParentEdgeStyleFunction  ▪  ParentEdgeShapeFunction

Tree Operations »

RootTree — first n levels of a tree

TreeLeafCount — count number of leaves in a tree

TreeMap (updated), TreeScan (updated) — specify arguments supplied to the function

PatternReaction — symbolic representation of a family of chemical reactions

ApplyReaction — apply a pattern reaction to a set of molecules to obtain products

ChemicalConvert — perform chemical conversions (e.g. mass to amount)

ChemicalInstance — representation of quantified amounts of chemicals

Symmetry Support »

DiffusionPDETerm (updated) (updated) — now support "Axisymmetric" (cylindrical) symmetries

ConservativeConvectionPDETerm  (updated)   ▪  DerivativePDETerm  (updated)   ▪  LaplacianPDETerm  (updated)   ▪  HeatTransferPDEComponent  (updated)   ▪  MassTransportPDEComponent  (updated) 

Nonlinear Solid Mechanics »

SolidMechanicsPDEComponent (updated) — support nonlinear hypo- and hyperelastic material models and damping

SolidMechanicsStress  (updated)   ▪  SolidMechanicsStrain  (updated)   ▪  ...

Model Predictive Control (MPC)

ModelPredictiveController — explicit constrained MPC controller design with 1-, 2- and ∞-norms

DiscreteInputOutputModel — general nonlinear input output model

System Modeling »

CreateSystemModel (updated) — MPC support

ConnectSystemModelController (updated) — MPC support (hybrid discrete/continuous systems)

Document Formats »

"PDF" (updated) — now can import positioned text, improved importing as vector graphics

Raster Formats »

"BioImageFormat" — importing data and metadata of bio formats

"GIF" (updated) — create smaller animated GIFs using global color maps and removing duplicate frames

"PNG"  (updated)   ▪  "HEIF"  (updated)   ▪  "OpenEXR"  (updated) 

Scientific Formats »

"NetCDF" (updated) — significant improvement in export

"SAV" (updated), "POR" (updated) — now can specify missing values in export

Window ▶ Toolbar — add a new default toolbar

Graphics ▶ Convert To/From Canvas — add a canvas over existing cells

Edit ▶ Preferences… — visual refresh of the preferences dialog

File ▶ New ▶ Package/Script — display line numbers when editing packages and scripts

Edit ▶ Indent Selected Lines — indent and outdent selected lines in a code block

() — cleaner copy/paste to external applications

OutputSizeLimit (updated) — the interface now provides buttons for storing the result in the notebook

AbsoluteOptions (updated) — can resolve more 2D and 3D graphics options

Struckthrough — represents a font with a strike-through line

Beep (updated) — add the ability to provide a custom Why the Beep message

CellDingbatMargin — control the placement of the cell dingbat

NotebookObject (updated), CellObject (updated) — objects now use a second "instance" UUID to distinguish between objects with identical ExpressionUUID values

Question & Answer Interfaces

QuestionGenerator — generates a random QuestionObject in a quiz

QuestionSelector — serves a randomly selected QuestionObject in a quiz

Declaration

TypeDeclaration — declare types for use in compiled code

CompiledExpressionDeclaration — efficiently represent structured expressions

LibraryFunctionDeclaration — directly call functions from dynamic libraries

FunctionDeclaration (updated) — declare functions with declarations attached to a symbol

TypeSpecifier (updated) — new compact type specification syntax

CompilerCallback — define custom callback functions for user-defined types

Type Representation

ForAllType — representation of a parameterized type

LiteralType — representation of a literal value for use in types

TypeEvaluate — representation of an evaluation to be performed while inferring types

Compiled Functions

CreateTypeInstance — create an instance of a type

Cast — convert between types

TypeOf — compute the type of an expression without evaluating it

InertExpression — create an inert representation of an expression

InertEvaluate — call the evaluator from compiled code

UnmanageObject — manually manage memory of raw objects

ToRawPointer — create a pointer for interacting with external libraries

FromRawPointer — dereference a pointer for interacting with external libraries

Data Structures »

"ExprStruct" — a representation of an expression that can be modified without evaluation