Wolfram Resource System

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Search the Wolfram Resource System

Paclet Resource: Wolfram/VirtualMachine

Run virtual machines in the Wolfram Language

Paclet Resource: Wolfram/StylesheetTools

Utilities for creating and editing stylesheet notebooks

Paclet Resource: Wolfram/QuantumFramework

Perform analytic and numeric quantum computations

Paclet Resource: Wolfram/PacletCICD

Continuous integration and deployment for Wolfram Language paclets

Paclet Resource: Wolfram/Multicomputation

Various functions for multicomputation

Paclet Resource: Wolfram/LLMFunctions

Language model and other API based machine learning functions for the WL

Paclet Resource: Wolfram/Lazy

Lazy computation

Paclet Resource: Wolfram/GitLink

Integrate git functionality into the Wolfram Language

Paclet Resource: Wolfram/ErrorTools

Prototype implementation of next-generation error handling for Wolfram Language, from the Error Handling Working Group (EHWG)

Paclet Resource: Wolfram/CommandLineParser

Parser for command line arguments

Paclet Resource: Wolfram/CodeEquivalenceUtilities

Utilities for testing code equivalence

Paclet Resource: WolframChemistry/ProteinVisualization

Functions for protein visualizations

Paclet Resource: WolframChemistry/IsomerGeneration

Generate Isomers from Chemical Formulas

Paclet Resource: WolframChemistry/ChemistryFunctions

Wolfram Language functions for Chemistry

Paclet Resource: Wolfram/ChatGPTPluginKit

Build plugins for ChatGPT in just a few lines

Paclet Resource: WolframAlphaMath/AreaMethod

A Wolfram Language implementation of the area method for geometry

Paclet Resource: TheRealCStover/Trigonometry

A collection of lesser-known circular and hyperbolic trig functions and their inverses

Paclet Resource: Strangeworks/Strangeworks

Allows Wolfram Mathematica users to submit quantum circuits to quantum hardware through the Strangeworks platform

Paclet Resource: StianRamsnes/MaXrd

Symmetry data and utilities related to crystallography and X-ray scattering

Paclet Resource: RohanMehta/OpenChemicalSystems

Model, stochastically simulate, and visualize arbitrary open chemical systems using a Petri Net framework

Paclet Resource: RobertNachbar/CompartmentalModeling

Build, visualize, analyze, and simulate compartmental models

Paclet Resource: PeterBurbery/WordCloud

Word cloud functionality

Paclet Resource: PeterBurbery/UndirectedGraphs

Functions for undirected graphs

Paclet Resource: PeterBurbery/RecreationalMathematics

This paclet is for recreational mathematics and math puzzles

Paclet Resource: PeterBurbery/MixedGraphs

A collection of mixed graph functionality

Paclet Resource: PeterBurbery/FileSystem

Functions for manipulating files and directories

Paclet Resource: PeterBurbery/DimensionalAnalysis

A paclet for applications of dimensional analysis in physics and the engineering sciences

Paclet Resource: PeterBurbery/CoreLanguageAndStructureFunctionality

Additional functionality for the core language and structure of Mathematica

Paclet Resource: PeterBurbery/AssociationFunctions

Functions for modifying associations

Paclet Resource: Obando/CAGenetics

A set of functions to manipulate the unified model of Cellular Automata

Paclet Resource: LawrenceWinkler/MatrixDecomposition

Various simple matrix decompositions algorithms and support functions

Paclet Resource: KlausSutner/Automata

Automata theory package

Paclet Resource: KirillBelov/Objects

Simple objects implementation

Paclet Resource: KirillBelov/ExchangeLink

Rest API and WebSocket clients for different crypto currency exchanges

Paclet Resource: KirillBelov/BankCalculator

Bank calculator

Paclet Resource: JasonB/WeakCache

Functions for caching with automatic garbage collection

Paclet Resource: JaroslavKysela/OpticalElements3D

3D models of optical elements

Paclet Resource: JanM/Dixon

The Dixon elliptic functions in Mathematica

Paclet Resource: JaneShenGunther/TCGADataTool

TCGA Data Tool retrieves TCGA cancer datasets easily from the NCI GDC and TCIA portals

Paclet Resource: FaizonZaman/LexicalCases

Extract lexical patterns from text

Paclet Resource: DanielS/Wireworld

Explore the Wireworld Turing-complete cellular automaton

Paclet Resource: ChristopherWolfram/OpenAILink

GPT, DALL-E, and more through the OpenAI API

Paclet Resource: ChristopherWolfram/CuneiformTools

[EXPERIMENTAL] Tools for cuneiform data retrieval

Paclet Resource: BradleyAshby/NotebookWorkspaces

Workspaces for auto-saving and quickly switching between sets of notebooks

Paclet Resource: Bob/ContentBrowser

Create notebook-based browsers for content

Paclet Resource: ArmandoCruz/ZeroKnowledgeProofs

Implementation of Zero Knowledge proof interactive and non-interactive protocols

Paclet Resource: AntonAntonov/VariableImportanceByClassifiers

Variables importance determination using classifiers

Paclet Resource: AntonAntonov/TriesWithFrequencies

Functions for creation and manipulation of tries (prefix trees) with frequencies

Paclet Resource: AntonAntonov/TileStats

Tilling over 2D data and related statistics

Paclet Resource: AntonAntonov/ROCFunctions

Receiver Operating Characteristic (ROC) functions

Paclet Resource: AntonAntonov/QuantileRegression

Quantile regression functions

Paclet Resource: AntonAntonov/PaLMMode

Notebook style with cells for execution of PaLM commands

Paclet Resource: AntonAntonov/PaLMLink

PaLM API linking functions

Paclet Resource: AntonAntonov/OutlierIdentifiers

Outlier identifier functions

Paclet Resource: AntonAntonov/OpenAIMode

Notebook style with cells for execution of OpenAI commands

Paclet Resource: AntonAntonov/NLPTemplateEngine

Code generation by filling in templates using NLP techniques

Paclet Resource: AntonAntonov/MosaicPlot

Mosaic plots for datasets and lists of records

Paclet Resource: AntonAntonov/MonadMakers

Functions for making software monads

Paclet Resource: AntonAntonov/MonadicSparseMatrixRecommender

A software monad for Sparse Matrix Recommender (SMR) workflows

Paclet Resource: AntonAntonov/MonadicQuantileRegression

Software monad for Quantile Regression workflows

Paclet Resource: AntonAntonov/MermaidJS

Graphics and images corresponding to mermaid-js specifications

Paclet Resource: AntonAntonov/JavaTriesWithFrequencies

WL interface to Tries with frequencies implemented in Java

Paclet Resource: AntonAntonov/FunctionalParsers

Functional parsers

Paclet Resource: AntonAntonov/DSLTranslation

Translation of natural language commands to code

Paclet Resource: AntonAntonov/DimensionReducers

Dimension reduction algorithms

Paclet Resource: AntonAntonov/CryptocurrencyData

Cryptocurrency data retrieval

Paclet Resource: AntonAntonov/AssociationRuleLearning

Functions for association rule learning

Function Resource: AssociatePairs

Convert a list of pairs into an association

Function Resource: GetKeyValuePattern

Create a suitable KeyValuePattern from an example association

Function Resource: AssociationPermutations

Get permutations of the key-value pairs in an Association

Function Resource: KeyIndex

Create an association indexed by a given key from a list of associations

Function Resource: KeySortLike

Sort keys of an Association in the same order as another set of keys

Function Resource: KeyReset

Reset the keys of an Association as values

Function Resource: ValueMap

Similar to AssociationMap but maps over a given set of values to obtain keys rather than vice versa

Function Resource: KeyCombine

Map a function over the keys of an association, and collect or combine values in the event of key collisions

Function Resource: PairMap

Map a function to pairs formed from a list and another function

Function Resource: ValueMapIndexed

Create an association from a set of values, using a map-indexed function on those values to form the keys

Function Resource: BranchPairs

Compute branch pairs for a given multiway system

Function Resource: AssociationEditor

Create an interface for editing an Association

Function Resource: ParityPairings

List all possible partitions of a list into disjoint pairs

Function Resource: LookupKeys

Look up a set of keys applying a function when a key is missing

Function Resource: KeyCases

Choose elements of an association by matching keys to a pattern

Function Resource: KeyReplace

Replace keys in an association

Function Resource: ClosestPairOfPoints

Find the pair of points with the closest distance

Function Resource: MapAtKey

Apply functions to specific keys in an association

Function Resource: BranchPairResolutions

Compute branch pair resolutions for a given multiway system

Function Resource: CanonicalBranchPairs

Compute canonical branch pairs for a given multiway system

Function Resource: KeyGroupBy

Apply a function to keys of an Association and group results by modified keys

Function Resource: UnevaluatedAssociation

Construct an association without evaluating any of the keys or values

Function Resource: KeyMapIf

Map a function conditionally over keys in an association

Function Resource: MergeByKey

Merge a list of associations using different merge functions for different keys

Function Resource: WineFoodPairing

Get the foods that pair well with select wines

Function Resource: MACCSKeys

Compute the 166-bit MACCS (Molecular ACCess System) key

Function Resource: KeyTakeDrop

Take and drop particular keys in an association

Function Resource: AssociationKeyDeflatten

Deflatten the keys in a flat Association to create a nested Association

Function Resource: DedicatedPermissionsKey

Add user-specific permissions keys to a cloud object

Function Resource: NestedKeyDrop

Drop keys from a nested association

Function Resource: SwapSymbolValues

Swap values of symbols using a temporary variable

Function Resource: MatrixFieldOfValues

Evaluate the boundary curve of the field of values of a matrix

Function Resource: SelectByCurrentValue

Efficiently select from a list of front end objects

Function Resource: AssociationKeyFlatten

Flatten keys in a nested association

Function Resource: NameValuePattern

Define a pattern expression for matching optional arguments with defaults

Example Resource: Compute the Expectation Value of a Quantum Operator

Function Resource: ExtractDownValues

Extract all DownValues that match the input

Function Resource: ValuesReduceOperator

Group data according to the positionally corresponding values of other data

Function Resource: MoleculeValuePlot

Get a molecule plot with atoms or bonds colored according to property values

Function Resource: RNAFoldingMaximumBasePairing

Fold a single RNA strand for maximum base pairing

Function Resource: WithCachedValues

Evaluate an expression while temporarily caching results from specified functions

Function Resource: FirstMatchingValue

Evaluate expressions in turn until a given form is returned

Function Resource: TwoSidedPValue

Find the probability of the absolute value of the test statistic being at least as extreme as the given value

Function Resource: MeanValueTheoremQuiz

Generate a quiz to assess understanding of the mean value theorem for derivatives

Function Resource: StudentTValue

Calculate the Student's t-value that corrects for the bias of the unknown standard deviation in the statistical uncertainty of a measurement

Function Resource: ListD

Find the numerical derivative of a list of values or pairs of values

Function Resource: SplitVectorValuedPiecewise

Split a vector-valued piecewise function into a list of piecewise functions

Function Resource: GroupMerge

Group rows in data by key values and summarize the remaining keys with a merging operator

Function Resource: ProportionsBy

Get the proportion of times that each distinct element appears in a list when evaluated with a given function

Function Resource: LookupCases

Look up all values of a key in a nested association

Function Resource: MoleculeValuePlot3D

Get a 3D molecule plot with atoms or bonds colored according to property values

Example Resource: Extrema Values of the Earth's Magnetic Field in a Region

Function Resource: CIEColorMatchingFunctionValues

Evaluate the CIE color matching functions for a given wavelength

Data Resource: Sample Data: Boston Homes

Housing values in suburbs of Boston

Example Resource: Quantum Lock using Quantum Phase Estimation and Phase Kickback

Implement a quantum lock with qubits and qudits for ASCII character passwords

Function Resource: TakeLarger

Take values larger than a threshold in a list or association

Function Resource: TakeSmaller

Take values smaller than a threshold in a list or association

Function Resource: Win32HotkeyHandlerSet

Set up system hotkey handlers

Function Resource: TemplateDefaults

Retrieve the default values from a template

Function Resource: ConstantAssociation

Create an association whose values are all a constant

Function Resource: GenerateBSONObjectID

Generate unique BSON IDs for MongoDB in Wolfram Language

Function Resource: NVariationalBound

Search numerically for the values of parameters of a trial function that extremize a functional

Function Resource: ContainsMissing

Test if an expression contains a Missing value

Paclet Resource: AntonAntonov/CallGraph

Call graph generation

Data Resource: Steiner Systems

Sets of blocks where every possible pair or triple of symbols is in a unique block

Function Resource: Win32HotkeyHandlerClear

Remove an existing hotkey handler

Function Resource: Proportions

Get the proportion of times that each distinct element appears in a list

Function Resource: HillCipherDecrypt

Decrypt a string encrypted by a Hill cipher

Function Resource: TreeCounts

Create a tree of the counts of the distinct data of each subtree

Function Resource: SetTo

Use as an operator form of Set

Function Resource: AssociationReference

Create an association with self references

Prompt Resource: SommelierBot

Wine Pairings for Any Meal

Paclet Resource: WolframChemistry/MoleculeFingerprints

Compute and compare molecule fingerprints

Function Resource: HasDefinitionsQ

Check if a symbol has definitions associated with it

Function Resource: GraphWeights

Return the weights of a graph

Function Resource: InheritedBlock

Similar to Block, except values of local symbols are not cleared when entering the block

Function Resource: NLimit

Find the limiting value of an expression numerically

Function Resource: EchoSet

Set a value to a symbol and print them

Function Resource: PersistentCloudForm

Create forms with persistent values for cloud deployment

Function Resource: ImportCSVToDataset

Import CSV and TSV files to datasets

Prompt Resource: Emojify

Replace key words in text with emojis

Function Resource: SymbolCases

Find symbols whose definition contains specified pattern

Function Resource: EchoGroup

Echo a label and make any echoes that occur within a body indented

Function Resource: L1Solve

Solve the linear least absolute value problem

Function Resource: BlockProtected

Modify definitions of protected symbols and ensure that their attributes are restored

Data Resource: Sample Tabular Data: Los Angeles Ozone

Monthly averages of hourly readings of ozone in downtown Los Angeles with values in pphm

Function Resource: ReapAssociation

Equivalent to Reap, but returns an association with tags as keys

Function Resource: NestedAssociate

Append a value in a nested association

Function Resource: DefinedSymbols

Return a list of strings for all symbols in the given context that have values associated with them

Function Resource: NutritionLabelData

Retrieve the nutrient content and daily value percentages of foods

Function Resource: VariationalBound

Find the values of parameters of a trial function that extremize a functional

Function Resource: HalfGCD

Compute the half-GCD of a pair of integers

Function Resource: PlanarPolygonFragmentation

Decompose a pair of polygons into disjoint fragments

Function Resource: TwinPrimes

Get the pairs of primes that differ by 2

Function Resource: CousinPrimes

Get the pairs of primes that differ by 4

Function Resource: SexyPrimes

Get the pairs of primes that differ by 6

Function Resource: DifferencesBy

Apply a function to neighboring pairs in a list

Function Resource: PositionTooltips

Display expressions with their elements tool-tipped by position

Function Resource: RadialDistributionFunctionList

Compute the relative probability of finding a point at a given distance from another point

Function Resource: UnionTo

Equivalent to Union but redefines the first argument to the result

Example Resource: Temperature Variability at a Given Location

Explore a time series of quantity-valued data

Function Resource: ItemCounts

A two-argument form of Counts that gives an association between a set of provided keys and the number of times those keys appear in a list

Prompt Resource: CSV

Convert text to a comma-separated-value formatted table

Function Resource: IfSatisfies

Pass a value to a function if the value satisfies a condition

Function Resource: ApproximatePolynomialGCD

Compute an approximate GCD to a pair of polynomials with approximate coefficients

Prompt Resource: TSV

Convert text to a tab-separated-value formatted table

Function Resource: PolygonInterpolation

Interpolate over values given at the vertices of a polygon

Function Resource: EisensteinIntegers

Support arithmetic operations for pairs of Eisenstein integers

Function Resource: AddIndices

Pairs each element of a list with its index

Function Resource: SubspaceAngle

Compute the angle between two subspaces

Function Resource: KnuthBendixCompletion

Compute the Knuth-Bendix completion for a given multiway system

Function Resource: CanonicalKnuthBendixCompletion

Compute the canonical Knuth-Bendix completion for a given multiway system

Function Resource: PolarDecomposition

Compute the polar decomposition of a matrix

Function Resource: SparseAssociation

Create a rectangular data structure that behaves like a SparseArray indexed by string keys

Function Resource: EchoTiming

Print the timing for an evaluation and return the result

Function Resource: LongFormDataset

Converts tabular data into a long-form dataset

Paclet Resource: PeterBurbery/BooleanLogic

Work with logical functions and boolean values

Function Resource: LowestCommonAncestors

Find the lowest common ancestors for pairs of vertices in a graph

Function Resource: StringAlign

Find interleaved, common and different substrings in a pair of strings

Function Resource: LaurentExtendedGCD

Compute the GCD and successive quotients for a pair of Laurent polynomials

Function Resource: InversionCount

Count the number of pairs of out-of-order elements in a permutation

Function Resource: GraphAntipodes

Find a pair of vertices that are a maximum distance apart on a graph

Function Resource: FrobeniusSymbolFromPartition

Get a pair of lists representing the Ferrers diagram of a partition

Function Resource: AssociationNormalize

Normalizes the values of an Association

Function Resource: AssociationOuter

Compute the generalized outer product of lists and get an association keyed by arguments

Function Resource: PivotTable

A spreadsheet-like operation to collate data by values common to specified columns, summarizing corresponding values in a specified column

Function Resource: NewtonCotesWeights

Get the abscissa-weight pairs of the elementary Newton-Cotes formula

Function Resource: QuantumEntangledQ

Determine whether a pair of subsystems in a discrete quantum state are entangled

Function Resource: QuadratureWeightsToJacobiMatrix

Recover a Jacobi matrix from a list of abscissa-weight pairs

Function Resource: PseudoQuotientRemainder

Compute the pseudoquotient and pseudoremainder with respect to a given variable for a pair of polynomials

Function Resource: GeoSpatialDistanceList

Get a list of spatial distances between consecutive pairs of locations

Function Resource: DienesBlock

Create a Dienes block visualization of an integer in any base

Example Resource: Relationships between Particle Detectors

Visualize links between families of measurement devices

Example Resource: Salinity of Seawater at Different Depths

Visualize deviations from the standard average value

Data Resource: Sample Data: Chicken Weight

Biometrika is primarily a journal of statistics in which emphasis is placed on papers containing original theoretical contributions of direct or potential value in applications.

Function Resource: BaseballWOBA

Calculate a batter's weighted on-base average (wOBA)

Function Resource: ModifiedGaussianQuadratureWeights

Get a numerically sorted list of abscissa-weight pairs for various modifications of Gaussian quadrature

Neural Net Resource: M2M-100 Multilingual Translation Net

Translate text between any pair of one hundred languages

Function Resource: QuantumEntanglementMonotone

Compute the degree of entanglement between a pair of subsystems in a discrete quantum state

Function Resource: BisectList

Make a pair of lists consisting of alternate terms from the original list

Function Resource: GaussianQuadratureWeights

Get a numerically sorted list of abscissa-weight pairs for Gaussian quadrature

Function Resource: FejerQuadratureWeights

Get a numerically sorted list of abscissa-weight pairs for Fejér quadrature

Function Resource: SignChart

Get a number line diagram with information about where a function is positive, negative, zero or discontinuous

Function Resource: FullRankDecomposition

Compute a full rank decomposition of a matrix

Function Resource: ColorWheelSelector

Display a color wheel in the HSB color space and select a color

Function Resource: BidiagonalDecomposition

Compute the bidiagonal decomposition of a numerical matrix

Function Resource: LineFit

Fit a line to data points in n-dimensional space

Function Resource: ValidatedInputField

Create an input field that handles erroneous inputs gracefully and responds to the Enter/Return key

Function Resource: NestedLookup

Look up a set of keys in order to get deeper parts of an association or list of rules

Data Resource: Orbital Variations and Insolation Database

Dataset of insolation values at different latitudes from 5000000 cal yr BP (-4998050 CE) to 0 cal yr BP (1950 CE)

Function Resource: TuckerDecomposition

Compute the Tucker decomposition of a tensor

Function Resource: PlouffeP

Get the value of the Plouffe P function

Function Resource: TreemapPlot

Plot a nested list of values as a treemap

Function Resource: GeometricProgression

Produce a set of values in geometric progression

Function Resource: NibbleArray

An array of nibbles (four-bit values)

Function Resource: FractionIndicator

Visualize fractional values with minimal styling

Function Resource: ResetDirectoryStack

Reset the value of Directory[] and DirectoryStack[]

Function Resource: Decile

Get the decile values of a list of data

Function Resource: SequenceLimit

Numerically estimate the limit of a sequence of values

Function Resource: GraphFunctionPlot

Plot the values of a function at the vertices of a graph

Function Resource: Tetartoid

Get a tetartoid given three values

Function Resource: DropLargest

Drop the largest values from a list

Function Resource: DropSmallest

Drop the smallest values from a list

Function Resource: CanonicalListRotation

Return a canonical rotation for a list of values

Function Resource: IntegerChop

Round near-integer values to integers

Function Resource: InterpretedTrueQ

Determine if a value should be interpreted as True

Function Resource: ClenshawCurtisQuadratureWeights

Get a numerically sorted list of abscissa-weight pairs for Clenshaw-Curtis quadrature

Function Resource: GeneralizedGaussianQuadratureWeights

Get a numerically sorted list of abscissa-weight pairs for generalized Gaussian quadrature

Example Resource: Measure the Performance of a Predictor

Train a predictor that predicts the median value of properties in a neighborhood of Boston

Example Resource: Forecast the Weather

Compare weather forecast data to historical values and visualize the results

Function Resource: LookupPart

Get part of an expression or return a default value if it doesn’t exist

Function Resource: RecursiveFunction

Obtain function values for an arbitrary recursive function

Function Resource: MissingDataLogLikelihood

Compute a log-likelihood for data with missing values

Function Resource: ArrayCropPad

Crop uniform values from the edges of an array

Function Resource: NumericalIntegralApproximation

Determine the value of an integral using a numerical method

Function Resource: TimeSeriesSelect

Filter values out of a time series object

Function Resource: TetrationMod

Get the mod value of large exponential towers

Function Resource: Inline

Insert the values of symbols into an expression before evaluation

Function Resource: IncreasingFilter

Filter a list, keeping only increasing values

Function Resource: DottedArrayPlot

Plot an array of values, with dots at specified positions

Function Resource: AllSameAs

Check if all elements of a list are the same as a value

Function Resource: ListBuilder

Generate a list with values satisfying a given condition

Function Resource: TableauQ

Determine if a list of values forms a Young tableau

Function Resource: AggregateSmallest

Group small values in an association into a single category

Function Resource: Collatz

Get the Collatz sequence starting with a given value

Example Resource: Cooling Effect of a Duct with a Cooling Liquid

Neumann heat flux values prescribe the flux over the boundary edge of an axisymmetric cross section of a pipe

Function Resource: QuantileRegression

Compute quantile regression fits over a time series, a list of numbers or a list of numeric pairs

Function Resource: SetUnless

Initialize a value unless it already satisfies a given condition

Function Resource: PositionedCases

Find positions and values within an expression matching a pattern

Function Resource: TrigDataset

Get trigonometric datasets including closed-form values

Function Resource: BinarySearch

Find the position of a target value within a sorted array

Function Resource: ChebyshevPsi

Calculate the value of the second Chebyshev function ψ(x)

Function Resource: TableWhile

Create tables of values while given criteria hold

Function Resource: BiasedRescale

Bias a value in the unit interval either lower or higher

Function Resource: FormatDataset

Format a dataset using a given set of option values

Function Resource: HolderDoubleSine

Calculate the numerical value of the Hölder double sine function

Function Resource: ChebyshevTheta

Calculate the value of the first Chebyshev function θ(x)

Function Resource: FunctionAudiolize

Illustrate the behavior of a real-valued function in the form of sound

Function Resource: SkipListStructure

A values-sorted data structure with fast insertion and deletion

Function Resource: OverflowBarChart

A version of BarChart that accommodates large outlier values

Function Resource: InformationAssociation

Return Information on an object as an Association between properties and values

Function Resource: SelectPositions

A function like Select that returns positions instead of values

Function Resource: FunctionOverview

Get information about a real-valued univariate function

Function Resource: NaNQ

Test if a numeric value is an IEEE 754 NaN

Function Resource: PseudonymizeData

Consistently replace sensitive data values with UUIDs

Function Resource: DropLargestBy

Drop the largest values from a list based on a function

Function Resource: DropSmallestBy

Drop the smallest values from a list based on a function

Function Resource: ListGlocalBranchialGraph

Generate a graph of branch pair ancestry for a list substitution "glocal" (hybrid of global and local) multiway system

Function Resource: CombinatorGlocalBranchialGraph

Generate a graph of branch pair ancestry for a combinator evaluation "glocal" (hybrid of global and local) multiway system

Function Resource: WolframModelGlocalBranchialGraph

Generate a graph of branch pair ancestry for a Wolfram model "glocal" (hybrid of global and local) multiway system

Function Resource: StringGlocalBranchialGraph

Generate a graph of branch pair ancestry for a string substitution "glocal" (hybrid of global and local) multiway system

Example Resource: Bit-Flip Noise Effect

Compute the effect of an incoherent bit-flip noise channel on the expected value of a quantum operator

Function Resource: RYBColor

Define a color using red, yellow and blue (RYB) values

Function Resource: LimitedCache

Cache computations like Once but with a maximum number of cached values

Function Resource: PreviousNextElement

Get the elements that appear before and after a given value in a list

Function Resource: SystemModelManipulate

Manipulate parameters or initial values in plots of model simulation results

Function Resource: PossiblyDifferentiableQ

Determine whether a single-variable, real-valued function is differentiable

Function Resource: MatrixPencilSolve

Find the null values and vectors for the pencil of a set of square matrices

Function Resource: DeleteFrom

Delete an element from the value of a symbol and reset the symbol to the result

Function Resource: DotPlot

Create a dot plot for a set of real-valued univariate data

Function Resource: TallyBy

Tally items that give the same value when a function is applied

Function Resource: CPDecomposition

Compute the canonical polyadic (CP) decomposition of a tensor

Function Resource: TuringMachineGlocalBranchialGraph

Generate a graph of branch pair ancestry for a nondeterministic Turing machine "glocal" (hybrid of global and local) multiway system

Example Resource: Track the Altitude of a Drone

Design an estimator-regulator tracking controller for a quadcopter drone to set its altitude to a desired value

Function Resource: BindToLocalSymbol

Bind a symbol to a LocalSymbol so its value will automatically persist

Function Resource: DateListPlotRanged

Plot a time series that includes shading to indicate ranges in the plotted value

Function Resource: RoundedPercentageAllocation

Split a value into list of rounded numbers according to a list of target proportions

Function Resource: FunctionDifferentiability

Find the conditions for which a single-variable, real-valued function is differentiable

Function Resource: PopupMenuOther

A version of PopupMenu that provides an InputField to enter "other" values

Function Resource: AkimaSpline

Smooth curve interpolation based on local procedures for a multiple-valued curve

Function Resource: AspectRatioImagePad

Pad an image so its aspect ratio approximates a specified value

Function Resource: QuadraticResidueAcousticDiffuser

Compute a matrix of well depth values representing a quadratic-residue diffuser

Example Resource: Fine Structure Conjectures

Obtain a list of numeric expressions that have been proposed as possible exact values for the fine structure constant

Function Resource: RiemannSurfacePlot3D

Plot Riemann surfaces of compositions of elementary functions

Function Resource: DeBruijnNewmanH

Compute the values of the function from which the de Bruijn–Newman constant is defined

Function Resource: ConfusionMatrixTrajectoryFunction

Construct a function that, when given a threshold probability value, produces a confusion matrix

Function Resource: ReplaceNaN

Replace all IEEE 754 NaN values in an array with custom representations

Function Resource: NonNegativeExcessDistribution

Compute the distribution of the amount in excess of a specific value drawn from an underlying distribution

Function Resource: BinarySearchBy

Find the position of a target value within an array sorted after applying a function

Function Resource: AllSameBy

Check if all the elements of a list give the same value after applying a function

Function Resource: CommandLineParse

Parse a command, returning a Dataset of all flags present and their associated parameter values

Function Resource: ParameterizedStarData

Compute the typical properties of a star of known type given another property value

Function Resource: ActuarialCommutation

Creates an Association containing values for the six standard commutation functions used in actuarial mathematics

Function Resource: MultidimensionalScaling

Reduce a matrix of real values to low dimension using the principal coordinates analysis method

Function Resource: EnhancedPlot

Plot with several enhancements added for singularities, asymptotes, surd values and non-interval domains

Function Resource: MetropolisHastingsSequence

Generate a sequence of values using the Metropolis–Hastings Markov chain Monte Carlo method

Function Resource: InverseFactorial

Compute the inverse factorial of a strictly positive integer by solving the gamma function for a specific value

Function Resource: DeleteCasesFrom

Remove all elements from the value of a symbol that match a pattern and reset the symbol to the result

Function Resource: NFunction

Allow a function to perform pure numeric computation by silently ignoring non-numeric values

Function Resource: AssociationTemplate

Define a data structure that can refer to its own values to compute new ones

Function Resource: RealEuclideanDistance

Get the Euclidean distance between two real vectors without using absolute value

Function Resource: InheritOptions

Pass options down from one function into the next when the default option values are different

Paclet Resource: AntonAntonov/MonadicLatentSemanticAnalysis

Software monad for Latent semantic analysis

Function Resource: NearestKroneckerProductSum

Approximate a numerical matrix as sum of Kronecker products

Function Resource: UseRealRoots

Convert all nth roots in an expression, where n is an odd integer, to their real-valued nth roots

Function Resource: ProbNumObject

PythonObject configuration for the Python package ProbNum

Function Resource: ChiSquareRandomnessTest

Test a sequence of zeroes and ones (or a set of random reals between 0 and 1) for equidistribution and return a p-value

Data Resource: Coauthorships in Network Science Network

Weighted network of coauthorships between scientists working on network science

Paclet Resource: AntonAntonov/DataReshapers

Data reshaping functions

Neural Net Resource: BLIP Image Captioning Nets Trained on MS-COCO Data

Generate a textual description of an image

Data Resource: A Billion Bits of the Center Column of the Rule 30 Cellular Automaton

The center column of the rule 30 cellular automaton over a billion steps of evolution

Data Resource: Health Nutrition and Population Statistics

The World Bank Group (WBG) is a family of five international organizations that make leveraged loans to developing countries. It is the largest and most famous development bank in the world and is an observer at the United Nations Development Group. The World Bank's (the IBRD and IDA's) activities are focused on developing countries, in fields such as human development (e.g. education, health), agriculture and rural development (e.g. irrigation and rural services), environmental protection (e.g. pollution reduction, establishing and enforcing regulations), infrastructure (e.g. roads, urban regeneration, and electricity), large industrial construction projects, and governance (e.g. anti-corruption, legal institutions development).

Neural Net Resource: Sentiment Language Model Trained on Amazon Product Review Data

Generate text in English and analyze sentiment

Function Resource: CUSUMMaxRandomnessTest

Conduct a cumulative sum-based randomness test that creates a test statistic from the maximum value that a cumulative sums random walk achieves

Neural Net Resource: Scaled-YOLO V4 Trained on MS-COCO Data

Detect and localize objects in an image

Data Resource: Condensed Matter Collaborations 1999 Network

Weighted network of collaborations between scientists posting preprints

Data Resource: Astrophysics Collaborations Network

Weighted network of co-authorships between scientists posting preprints

Neural Net Resource: U2-Net Portrait Generator Trained on APDrawing Data

Generate a portrait sketch from a photo

Data Resource: High Energy Theory Collaborations Network

Weighted network of collaborations between scientists posting preprints

Data Resource: Condensed Matter Collaborations 2003 Network

Updated weighted network of collaborations between scientists posting preprints

Data Resource: Condensed Matter Collaborations 2005 Network

Updated weighted network of collaborations between scientists posting preprints

Function Resource: ROCPoints3D

Extract the false positive rate, true positive rate and threshold values from the receiver operating characteristic (ROC) curve generated by a ClassifierMeasurementsObject

Neural Net Resource: Vanilla CNN for Facial Landmark Regression

Determine the locations of the eyes, nose and mouth from a facial image

Data Resource: US Public Housing Authorities 2016

2016 HUD public housing authority data

Data Resource: Hansen Solubility Parameters

Hansen solubility parameters for 211 common solvents

Data Resource: HUD Location Affordability Index

The Location Affordability Index gives estimates of the percentage of a family's income dedicated to the combined cost of housing and transportion in a given location.

Function Resource: ResourceFunctionPattern

Generate a pattern that matches a resource function

Data Resource: Sample Data: Satellite

Classify the type of land surface of a scene photographed by the Landsat MSS satellite given four digital images of the scene taken in different spectral bands

Data Resource: World Atlas of Language Structures

Dataset of structural properties of languages

Neural Net Resource: BLIP Image-Text Matching Nets Trained on Captioning Datasets

Find the similarity score between a text and an image

Neural Net Resource: Single-Image Depth Perception Net Trained on NYU Depth V2 and Depth in the Wild Data

Estimate the depth map of an image

Neural Net Resource: Single-Image Depth Perception Net Trained on NYU Depth V2 Data

Estimate the depth map of an image

Neural Net Resource: Single-Image Depth Perception Net Trained on Depth in the Wild Data

Estimate the depth map of an image

Paclet Resource: Wolfram/Patterns

Utilities for working with patterns

Paclet Resource: Wolfram/Mockingbird

Utilities for locally overriding function behavior, useful in software testing and much more

Data Resource: Bipartite Diseasome Network

A bipartite network of diseasome linked by known disorder-gene associations

Function Resource: PositionCases

Cases for matching subexpressions together with their positions

Function Resource: MexicoCOVID19Data

Import data from the Dirección General de Epidemiología website

Function Resource: FoldThread

Perform a folding operation parsing multiple arguments

Function Resource: FoldThreadList

Perform a folding operation parsing multiple arguments

Function Resource: RadialDistributionFunction

Compute the radial distribution function of a set of n-dimensional points

Function Resource: HMAC

Cryptographic hash-based message authentication code used to verify data integrity and authenticity

Function Resource: AccumulateApply

Apply a function to progressively longer sequences from a list

Data Resource: Periodic Groundwater Level Measurements

Dataset of seasonal and long-term groundwater level measurements in groundwater basins in California

Neural Net Resource: OpenCLIP Multi-domain Feature Extractor Trained on LAION-2B Data

Represent words and images as vectors

Neural Net Resource: BLIP Visual Question Answering Nets Trained on VQA Data

Generate an answer to a question given an image

Example Resource: Analyze a Color-Based Diet

Obtain a list of foods with the same common outside color

Data Resource: Raw Data For The Long Term Selection Experiment For Oil And Protein In Corn

Raw data from each ear analyzed each year of the Illinois long-term selection experiment for oil and protein in corn (1896-2004)

Neural Net Resource: CLIP Multi-domain Feature Extractor

Represent words and images as vectors

Example Resource: Conformations of Cyclohexane

Obtain the symmetries, energies and other properties of the different conformations of cyclohexane

Function Resource: GyrationTensor

Compute the gyration tensor and derived metrics quantifying the shape of particle distributions

Function Resource: IntersectionWithDuplicates

Find elements common to multiple lists, including duplicates

Function Resource: Slice

An operator form of Part

Data Resource: United States Supreme Court Decisions 1946-present

Datasets relating to Supreme Court cases from 1946 to present

Function Resource: FoldRightList

Compute a right-associated fold returning the list of intermediate results

Function Resource: FoldRight

Compute a right-associated fold

Example Resource: Create a Periodic Table of Spectral Lines

Access built-in data from the NIST Atomic Spectra Database for each element

Function Resource: MultisetDiceDissimilarity

Compute the Dice dissimilarity of two multisets

Function Resource: ResetDataset

Force a reanalysis of the types contained in a Dataset, sometimes leading to a different presentation of the data

Function Resource: KeplerE

Evaluate the solution of the standard Kepler equation

Example Resource: Build a Network of Ingredient Substitutions

Find substitutes for different ingredients and create a graph of weakly connected components

Function Resource: FailWhenUndefined

Append a definition rule to a symbol so that it will fail when given undefined arguments

Neural Net Resource: OpenCLIP Multi-domain Feature Extractor Trained on DataComp-1B Data

Represent words and images as vectors

Function Resource: MultisetJaccardDissimilarity

Compute the Jaccard dissimilarity of two multisets

Data Resource: The 20-Task bAbI Question-Answering Dataset v1.2

A dataset for question answering and text understanding in both Hindi and English

Function Resource: BresenhamPoints

Calculate integer 2D point locations along a line using Bresenham's method

Function Resource: PositionQ

Check if a list of indices is a valid position in an expression

Function Resource: InheritDefinitions

Inherit a symbol's definitions

Function Resource: FoldIndexedList

Perform a folding operation while also parsing the index as the third argument

Function Resource: FoldIndexed

Perform a folding operation while also parsing the index as the third argument

Function Resource: DeclareArgumentCount

Set up a symbol to give an error message when called with an unexpected number of arguments

Data Resource: Eurovision Votes Network

Network of votes in the Eurovision song contest

Data Resource: U.S. State Fairgrounds

Locations for United States State and Regional Fairs

Function Resource: DefinitionData

Store full definitions for a symbol in a compact object

Data Resource: US State Fairgrounds

The National Geospatial-Intelligence Agency (NGA) delivers geospatial intelligence that provides a decisive advantage to policymakers, warfighters, intelligence professionals and first responders.

Function Resource: MolecularComplexity

Compute the molecular complexity of a given molecule

Function Resource: RandomSmilesString

Get a random SMILES string for a molecule

Function Resource: FiveThirtyEightPresidentialPollingAverages

Import polling data on presidential elections from the website FiveThirtyEight

Function Resource: IndependentComponentAnalysis

Decompose a matrix into Independent Component Analysis matrix factors

Function Resource: JobackEstimate

Estimate physical properties of chemicals using Joback fragmentation

Function Resource: SmilesString

Get a SMILES string for a molecule

Function Resource: IUPACName

Find the systematic IUPAC name for a molecule

Data Resource: Repurposing Therapeutics for COVID-19

Vina Docking scores for drug molecules with the S-protein of SARS-CoV-2 and human human ACE2 receptor

Function Resource: BKKRootBound

Compute the BKK bound on the number of isolated complex solutions of a square polynomial system

Function Resource: MacSystemProfiler

Get macOS system profiler information

Function Resource: StyleInheritanceSummary

View the style inheritance of a named style

Function Resource: FrobeniusPiecewiseDSolveFormula

An auxiliary function for the resource function FrobeniusPiecewiseDSolve

Function Resource: PersistResourceFunction

Install a resource function persistently so that it can be used like a built-in function

Data Resource: Job Training Efficacy

Data examining the efficacy of job training programs on increasing earnings

Function Resource: TakagiDecomposition

Compute the Takagi decomposition of a complex-symmetric matrix

Function Resource: ConvertLegacyPresenterStylesheet

Update presenter stylesheet styles that dynamically depend on WindowSize and StyleHints

Data Resource: SQuAD v1.1

A dataset for question answering and reading comprehension from a set of Wikipedia articles

Function Resource: MutualInformation

Compute the mutual information of data samples or a multivariate distribution

Data Resource: GDB-9 Database

Database of molecular quantum calculations

Function Resource: SymbolQ

Check whether an expression is a symbol

Function Resource: NonNegativeMatrixFactorization

Decompose a matrix into two non-negative matrix factors

Function Resource: CommonChemistrySearch

Search the CAS Common Chemistry database for a substance

Function Resource: SolarSystemPlot3D

Plot the positions of solar system objects in 3D

Function Resource: CommonChemistryLookup

Look up a substance's CAS Registry Number in the CAS Common Chemistry database

Function Resource: MoleculeBuriedResiduesIndex

Approximate the surface area of a molecule

Function Resource: StationaryPoints

Compute the stationary points of a function of one or more variables

Data Resource: SQuAD v2.0

A dataset for question answering and reading comprehension from a set of Wikipedia articles

Function Resource: KernelStatusGrid

Display status information and controls for named kernels

Function Resource: NutritionReport

Generate a nutrition report about foods specified in text

Function Resource: ShowDefinitions

Get a browsable, hyperlinked definition of a symbol

Function Resource: SymbolDependencies

Get a list of symbols that an expression depends on

Function Resource: FrobeniusDSolve

Compute an approximate Frobenius or power series solution to an ODE

Function Resource: NotebookCellData

Get structured data about a notebook's cells

Function Resource: ValidSymbolIdentifierQ

Check whether a string is a valid symbol name

Function Resource: MoleculeSymmetryPlot3D

Show a molecule in 3D together with its symmetry elements

Function Resource: CellObjectStyle

Get the style of given CellObject

Function Resource: MoleculePrincipalMomentPlot

Visualize the distribution of molecule shapes in a 2D scatter plot

Function Resource: BoundaryElementMeshTranslate

Translate a boundary element mesh

Function Resource: FEMAddOnsInstall

Install or update the finite element FEMAddOns paclet

Data Resource: Gridded World Population Density

UN-adjusted gridded world population density for the years 2000, 2005, 2010, and 2015

Function Resource: SetDockedCells

Specify cells to be docked at the top of a notebook window

Function Resource: PhylogeneticTreePlot

Plot a dendrogram for a set of genome nucleotide sequences

Function Resource: SystemInformationInputs

Get inputs for extracting individual pieces of information about your system

Function Resource: WolframKnowledgebaseExplorer

Explore the Wolfram Knowledgebase via a graphical user interface

Function Resource: NDSolveAround

Propagate Gaussian uncertainty through NDSolve

Function Resource: FrobeniusPiecewiseDSolve

Obtain an approximate solution to an ODE using the piecewise Frobenius method

Function Resource: PhysicalActivityCalculator

Compute energy expenditure and other properties of various physical activities

Function Resource: GetBoxPositions

Get positions of all boxes in a notebook

Function Resource: ContextDependencies

Determine how symbols in a first context depend on symbols in a second context

Function Resource: PairwiseMultidimensionalScaling

Multidimensional scaling algorithm for embedding pairwise distances into a Cartesian space

Function Resource: BalabanJ

Compute the Balaban J index of an undirected graph or a molecule

Function Resource: SzegedIndex

Compute the Szeged index of an undirected graph or a molecule

Function Resource: SchultzMTI

Compute the Schultz molecular topological index of an undirected graph or a molecule

Function Resource: XuIndex

Compute the Xu index of an undirected graph or a molecule

Function Resource: TimeSetter

A control to set a time

Function Resource: FindImageSubset

Find an image contained within an image

Data Resource: SQuAD v1.1 Tokens Generated with WL

A list of isolated words and symbols from the SQuAD dataset, which consists of a set of Wikipedia articles labeled for question answering and reading comprehension

Function Resource: FullQRDecomposition

Compute the full QR decomposition of a matrix

Function Resource: PlaneOfBestFit

Get the hyperplane that best fits a set of points

Function Resource: PhysicalQuantityData

Calculate data related to physical quantities

Function Resource: DigitalCirclism

Generate circle packings covering a picture

Function Resource: CreateResourceFunctionSymbols

Create a symbol for each named resource function

Data Resource: SQuAD v2.0 Tokens Generated with WL

A list of isolated words and symbols from the SQuAD dataset, which consists of a set of Wikipedia articles labeled for question answering and reading comprehension

Function Resource: COVID19EpidemicData

Access COVID-19 epidemic data

Function Resource: ProjectionMatrix

Compute the projection matrix for a given vector space

Function Resource: OrthogonalLineFit

Find the best fitting line with respect to orthogonal distance

Function Resource: Cartogram

Generate geometrically distorted maps, where the distortion conveys information derived from the input data

Function Resource: InspectNotebook

Launch a dynamic display showing the selected notebook content

Function Resource: EntityClassDimensions

Produce a list with the number of entities in an entity class and the number of properties possessed by each entity therein

Function Resource: MoveMouse

Move the mouse cursor to a specified location

Example Resource: Animate a Map of the Fall of the Roman Empire

Data Resource: Western Europe Grape Harvest

Western Europe 650 year Grape Harvest Data from 1354 to 2007

Example Resource: Distribution of Endangered Mammals

Analyze habitats of endangered mammalian species and compare with anthropogenic biomes

Function Resource: LinearSolveMod

Solve a linear system with multiple moduli

Example Resource: Terms for Food from the LanguaL International Food Thesaurus

Visualize terms for food from the LanguaL International Food Thesaurus

Function Resource: Nullity

Compute the nullity of a matrix

Function Resource: VitaminData

Get information about vitamins and vitamers as well as nutritional information of foods

Example Resource: Find Kirkwood Gaps in the Asteroid Belt

Kirkwood gaps result from strong orbital resonances with Jupiter

Example Resource: Neuronal Network of a Human Brain

Compute and visualize neuronal connectivity across different brain regions

Example Resource: GC Content in Bacteria Phyla

Analyze the proportion of guanine and cytosine bases in various bacteria genomes

Function Resource: DateSetter

Create a control for choosing a date

Example Resource: Numeric Cyclic Voltammetry

Solve a coupled reaction model

Example Resource: Solve PDEs with Events over Regions

Model thermostat-controlled heat generation in a room with three insulated walls and a glass front

Example Resource: PDE over a 3D Space Shuttle Region

Apply Finite Element method to solve PDEs over a 3D space shuttle region and visualize solutions

Example Resource: Search for the Hilda Family of Asteroids

The Hilda family of asteroids share an orbital period that is nearly 2/3 that of Jupiter

Example Resource: Numerical Solution to the Telegraph Equation in 1D

Example Resource: Range of Pulsar Spin Rates

Plot the rotation period versus the period derivative of pulsars

Example Resource: Analyze a Molecule's Internal Coordinates

Explore the bond lengths and torsion angles present in disaccharide maltose

Example Resource: Solve Poisson's Equation Over an Interactively Changing Region

Manipulate the boundary conditions interactively for a solution to Poisson's equation over a rectangle

Example Resource: Generate Nutrition Labels by Scanning PLU Codes

Get price look-up codes from images of barcodes

Example Resource: Fokker–Planck Mass Transport Model

Example Resource: Solute Diffusion under Centrifugation

Model the Lamm equation in a sector of a disk

Example Resource: Smoluchowski Diffusion Equation

Model diffusion with a conservative mass transport equation

Example Resource: Construct Mollier Diagrams

Visualize constant pressure and constant temperature on an enthalpy vs entropy plot

Example Resource: Magnetic Potential inside an Electric Motor

Find a fit for measured BH-curve data with a Gaussian model to solve a magnetostatic problem

Example Resource: Model Energy Transport Dynamics

Solve Navier-Stokes equations coupled with a heat transfer equation over a rectangular region with cutout

Example Resource: Molecular Shape Analysis

Classify and visualize molecular shape using the principal moments of inertia

Example Resource: Visual Comparison of Human, Dog and Horse Feet

Example Resource: Transient Gray–Scott Model

Animate a solution to reaction diffusion equations over a disk

Example Resource: Transient Landau–Ginzburg Model

Create a density plot of a solution to the equations on a mesh

Example Resource: Biological Sequences of Insulin across Species

Visualize and analyze biomolecular sequences including DNA and peptide sequences

Example Resource: Visualize Rents Across a Region

Use public data to map fair market rent in the Midwest

Example Resource: Structural Complexity of Proteins

Find proteins by median feature count for various molecular functions

Example Resource: Build a Word Cloud of Food Groups

Create a word cloud of basic food groups inspired by the USDA's MyPlate logo

Example Resource: Dynamics of Simple Harmonic Motion in a Mass-Spring System

Explore the mass-spring system from equations to animations

Example Resource: Population Density of G10 Countries

Example Resource: Explore Symmetries of Crystal Systems

Get symmetry, edge and angle properties of crystal systems using the Entity framework

Example Resource: Solve a Nonlinear Model of Fluid Flow

Model the time-dependent flow around a cylinder with the transient Navier–Stokes equation

Example Resource: Laser Wavelengths and Types

Access and visualize data about different lasers

Example Resource: Supported Ranges of Different Pressure-Measuring Devices

Example Resource: Galactic Structure of Star Clusters

Create a map of open and globular star clusters

Example Resource: Find the Lowest-Energy Structure Among Randomly Generated Molecular Conformations

Example Resource: Find the Heat Flow of a Dehumidifier

Calculate the heat flow of an ideal dehumidifier using psychrometric charts

Example Resource: Earthquake Frequency by Country

Map what country had the most earthquakes with a magnitude of 6 or more in 2021

Function Resource: AstroAngularDistance

Compute the angular distance between astronomical entities

Example Resource: Uncertainty in Physical Constants

Analyze the very different uncertainties of physical constants

Example Resource: Radius and Mass of Exoplanets

Explore the uncertainty in exoplanet mass and radius data

Example Resource: Compare the Shape of Different Countries

Calculate shape distances between countries using canonical time warping

Example Resource: Create a Timeline of Rembrandt's Paintings

Example Resource: Helium Transitions within the Visible Spectrum

Obtain and visualize the transition in terms of the energy levels for neutral helium

Example Resource: Torsional Potential Energy Surface of Butane

Explore the conformational energy of butane by systematically varying the torsion angle around the central carbon-carbon bond

Example Resource: Map the States with the Highest Magnitude Earthquakes

Visualize the location and magnitude of earthquakes across the United States

Example Resource: Recognize Molecules from Images

Search external databases for information on a Molecule object obtained from an image

Example Resource: Create a Weather Map

Display local temperature icons

Example Resource: Bar Charts of Food High in Vitamin C or Iron

Example Resource: Compare Color Sets and Color Spaces

Look at color sets based on their spectral colors and the fraction each occupies in different color spaces