Wolfram Resource System

Search the Wolfram Resource System

Search the Wolfram Resource System

Paclet Resource: Wolfram/StylesheetTools

Utilities for creating and editing stylesheet notebooks

Paclet Resource: Wolfram/QuantumFramework

Perform analytic and numeric quantum computations

Paclet Resource: Wolfram/Patterns

Utilities for working with patterns

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/GitLink

Integrate git functionality into the Wolfram Language

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/MoleculeFingerprints

Compute and compare molecule fingerprints

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: 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: RobertNachbar/CompartmentalModeling

Build, visualize, analyze, and simulate compartmental models

Paclet Resource: PeterBurbery/WordCloud

Word cloud functionality

Paclet Resource: PeterBurbery/RecreationalMathematics

This paclet is for recreational mathematics and math puzzles

Paclet Resource: PeterBurbery/BooleanLogic

Work with logical functions and boolean values

Paclet Resource: KlausSutner/Automata

Automata theory package

Paclet Resource: KirillBelov/TelegramBot

Telegram Bot API client for the Wolfram Language

Paclet Resource: KirillBelov/ExchangeLink

Rest API and WebSocket clients for different crypto currency exchanges

Paclet Resource: JasonB/WeakCache

Functions for caching with automatic garbage collection

Paclet Resource: JaneShenGunther/TCGADataTool

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

Paclet Resource: ConnorGray/Organizer

Notebook interface application for organizing notes and to-dos

Paclet Resource: ChristopherWolfram/OpenAILink

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

Paclet Resource: BradleyAshby/NotebookWorkspaces

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

Paclet Resource: Bob/Games

A collection of games

Paclet Resource: Bob/BaseballReferenceData

Import data from baseball-reference.com

Paclet Resource: AntonAntonov/TriesWithFrequencies

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

Paclet Resource: AntonAntonov/ROCFunctions

Receiver Operating Characteristic (ROC) functions

Paclet Resource: AntonAntonov/QuantileRegression

Quantile regression functions

Paclet Resource: AntonAntonov/PaLMLink

PaLM API linking functions

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/MonadicLatentSemanticAnalysis

Software monad for Latent semantic analysis

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/DataReshapers

Data reshaping functions

Paclet Resource: AntonAntonov/CryptocurrencyData

Cryptocurrency data retrieval

Paclet Resource: AntonAntonov/CallGraph

Call graph generation

Paclet Resource: AndreasHafver/BayesianNetwork

Bayesian Networks for probabilistic analysis

Function Resource: SaveAsString

Quickly save an expression to a readable file

Function Resource: EnsureExport

Export data to a file, creating intermediate directories as necessary

Function Resource: ExportMarkdownString

Convert an expression to a string in Markdown format

Function Resource: ExportYAML

Export an expression as a YAML file

Function Resource: ExportNewickString

Generate the Newick string representation of a tree

Function Resource: FileNameWithDate

Add a date stamp to a file name or replace an existing one

Example Resource: Microscope-Specific File Formats

Use Bio-Formats to import and read microscopy image data and metadata

Function Resource: FileNameEdit

A convenience function for renaming files

Function Resource: ExportRotatingGIF

Export 3D graphic objects as spinning animations in GIF format

Function Resource: ExportDeescapedJSON

Export an expression to JSON without escaping forward slashes

Function Resource: RegisterFormat

Register an extension or MIME type for automatic detection in Import, Export, and FileFormat

Function Resource: BackupFile

Quickly duplicate a file with an incremented name

Function Resource: FileQ

Test if a file exists

Function Resource: MonitorFile

Create a FrontEnd object that updates when a file changes

Function Resource: BinaryWriteAt

Overwrite part of a file with binary data

Function Resource: FileFormatQ

Test if a file is in the specified format

Function Resource: FileTreePicker

Create a file tree with expandable directories to select multiple files

Function Resource: CreateRandomFile

Create a file filled with random bytes for testing

Function Resource: ExportImagesToPDF

Create a multipage PDF from a list of images

Function Resource: EnsureFilePath

Create the parent directories necessary to fill out a given file path

Function Resource: FileDownloadResponse

Generate an HTTP response that prompts the browser to download as a given file name

Function Resource: FileSystemCompare

Compare the contents of two directories

Prompt Resource: ExportingNations

Find a list of countries known for a certain export

Function Resource: ReadScan

Evaluate a function applied to each record in a file

Example Resource: Experiment with Color Quantization and Compression with GIF Export

Use color quantization to improve image export and compare different quantization methods

Paclet Resource: PeterBurbery/FileSystem

Functions for manipulating files and directories

Function Resource: EnsureJSON

Convert data into a JSON-compatible form

Function Resource: ImportFactorioBlueprintString

Import blueprint strings from the game Factorio

Function Resource: StringAppend

Append a string to another string

Function Resource: StringPrepend

Prepend a string to another string

Function Resource: RandomString

Generate a random string

Function Resource: ImportNewickString

Import a string in Newick format

Function Resource: StringFunction

Use functions meant for lists on strings

Function Resource: StringSort

Sort the characters in a string

Function Resource: StringPermutations

Get character permutations for a string

Function Resource: StringToBoxes

Convert a string into boxes as if it were typed into a notebook

Function Resource: StringSplitBefore

Split a string before each substring matching a string pattern

Function Resource: StringSplitAfter

Split a string after each substring matching a string pattern

Function Resource: StringSwitch

Switch but for strings

Function Resource: StringTuples

Generate a list of all tuples of characters from a string

Function Resource: ImportYAML

Import a YAML file

Function Resource: StringSelect

Select characters from strings

Function Resource: StringContainsAll

Test if a string contains all elements from a list

Function Resource: StringVenn

Return a Venn set for the letters in two strings

Function Resource: StringWrap

Line-wrap a string at a specific width

Function Resource: StringWithinQ

Test if a string pattern is within an expression

Function Resource: QuantityString

Convert a Quantity to a linear string in a customizable way

Function Resource: SmilesString

Get a SMILES string for a molecule

Function Resource: StringPatternQ

Test whether an expression is valid string pattern

Function Resource: StringObfuscate

Generate an image of a string that is obfuscated so as to resist interpretation by automated systems

Function Resource: ExploreDirectory

Create a file explorer interface for a directory

Function Resource: DynamicStringSearch

Search through many strings dynamically

Function Resource: StringCaseConvert

Convert strings between different string cases

Function Resource: StringOverlaps

Find substrings that overlap between strings

Function Resource: ImportMarkdownString

Convert a string in Markdown format to a formatted expression

Function Resource: SlugifyString

Process strings to make them more URL friendly

Function Resource: StringUnion

Find the distinct characters in multiple strings

Function Resource: StringIntersection

Find the characters common to multiple strings

Function Resource: QuantityToSimpleString

Format a Quantity as a human-readable string

Function Resource: ImportCSVToDataset

Import CSV and TSV files to datasets

Function Resource: CharacterCurves

Turn any character into a graphics object

Function Resource: GeneralizedDMSString

Convert an angle into a customizable degree-minute-second string

Function Resource: SVGImport

Import an SVG file as a graphics object

Function Resource: MarkdownTableString

Convert Wolfram Language data into Markdown-friendly table strings

Function Resource: MetricNumberString

Convert raw numbers into metric system amounts for human readability

Function Resource: StringOverlapsQ

Test whether a string or strings have overlaps

Function Resource: RandomSmilesString

Get a random SMILES string for a molecule

Function Resource: ToFullString

Create a string of the FullForm of an expression with fully qualified symbol names

Function Resource: NumberParse

Parse a string to a number safely

Function Resource: HexStringToReal

Convert a hexadecimal string to a real number

Function Resource: ImageRead

Read and return an image file from disk

Function Resource: StringReplaceRow

Replace parts of strings with expressions to create a row

Function Resource: MonitorFolder

Asynchronously monitor the contents of a folder for the appearance of new files

Function Resource: RealToHexString

Get a string representing the hexadecimal form of a real number

Function Resource: StringTemplateInput

Automatically format a string into boxes for documentation purposes

Function Resource: RelativeTimeString

Convert a date to a human-readable string relative to the current time

Function Resource: ReadPNG

Efficiently read a PNG file from disk and return the image

Function Resource: OrdinalNumberString

Convert integers to strings representing ranks: 1st, 2nd, 3rd, etc.

Function Resource: StringDisjointQ

Test if two strings have no common characters

Function Resource: StringIntersectingQ

Test if two strings have any common characters

Function Resource: ReadableTimeString

Convert raw seconds into a human-readable amount of time

Function Resource: ProteinImageString

Visualize text with letters represented by protein structures

Function Resource: FindStringProof

Try to find a proof of equivalence between strings in a given multiway system

Function Resource: ImportPGN

Import a PGN file or string as an association of structured chess data

Example Resource: Statistical Report of Email Threads in an MBOX File

Function Resource: DirectorySize

Find the total size of a directory

Data Resource: USB Device Vendors and Devices

A dataset of the vendors and devices in the Linux usb.ids file

Function Resource: WordsFromExecutable

Retrieve the words found in an executable file

Function Resource: HighlightText

Highlight parts of text according to a given pattern

Function Resource: JaroSimilarity

Compute the Jaro similarity between two strings

Function Resource: ToAlBhedString

Translate a string from Latin or Hiragana to Al Bhed, the cipher language from the game “Final Fantasy X”

Function Resource: FromAlBhedString

Translate a string from Al Bhed, the cipher language from the game Final Fantasy X, to Latin or hiragana

Function Resource: GetDefinitions

Use Get without modifying the $ContextPath

Function Resource: StringGlocalMultiwaySystem

Simulate the evolution of a string substitution system as a "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

Function Resource: RelativePath

Create a file path relative to a given directory

Function Resource: OverlapFreeStringTuples

Find all overlap-free strings of a specified length

Function Resource: StringsToVectors

Convert a set of text strings to numeric vectors

Function Resource: GenerateJUnitReport

Convert a TestReport to an exportable XML document

Function Resource: ToCamelCase

Convert a string to lower camel case

Prompt Resource: SummarizeContent

Summarize the contents of a file or URL

Function Resource: DirectoryNames

List directories in specified directories

Function Resource: ObjectExistsQ

Check if an object exists

Function Resource: BitStringLinearSolve

A memory efficient form of solving linear systems modulo 2

Paclet Resource: ArnoudBuzing/ZipLink

Zip file and directory compression via LibraryLink and Rust

Function Resource: BitStringNullSpace

A memory efficient form of computing the null space of a matrix modulo 2

Function Resource: BitStringRowReduce

A memory efficient form of Gaussian elimination to row echelon form modulo 2

Paclet Resource: WolframExternalFunctions/YAML

A package for reading and writing YAML files

Function Resource: ImportOnce

A version of Import which uses a cache of the result unless the source file has changed

Function Resource: ChessPGNDisplay

Dynamically display chess games from a Portable Game Notation (PGN) string or file

Function Resource: MonitoredDownload

Asynchronously download a file while dynamically showing the progress of the download

Function Resource: SaveReadableNotebook

Save a notebook to a file that is formatted to maximize readability when viewing changes in version control systems

Function Resource: RunBeforeLoading

Evaluate an expression when a package is first loaded

Function Resource: RunAfterLoading

Evaluate an expression when a package finishes loading

Function Resource: LargestCellObject

Select the largest cell by byte count in a notebook

Function Resource: InternetArchiveData

Search and import files from the Internet Archive

Function Resource: MostFrequentKStringDistance

Calculate a distance metric between two strings based on the occurrences of their top-k most frequent characters

Function Resource: CreatePackageEventHandler

Create an event handler that evaluates an expression when a package is loaded

Function Resource: LegacyHDFImport

Import data from HDF (Hierarchical Data Format) files that utilize older versions of the HDF format

Paclet Resource: SamplePublisher/SampleInterdependentPaclet

A paclet showing how to share symbols between package files

Function Resource: RainbowHighlight

Make your text legendary by dynamically scrolling the colors of the rainbow

Neural Net Resource: CycleGAN Monet-to-Photo Translation

Turn a Monet-style painting into a photo

Neural Net Resource: CycleGAN Photo-to-Monet Translation

Turn a photo into a Monet-style painting

Neural Net Resource: CycleGAN Winter-to-Summer Translation

Turn a wintertime photo into a summertime photo

Neural Net Resource: CycleGAN Summer-to-Winter Translation

Turn a summertime photo into a wintertime photo

Neural Net Resource: CycleGAN Photo-to-Cezanne Translation

Turn a photo into a Cezanne-style painting

Function Resource: KeywordPlot

Plot the density of keywords in a piece of text

Function Resource: EnsureDirectory

Ensure that a directory exists, no matter what

Function Resource: DICOMAnonymize

Anonymize DICOM files by removing or replacing metadata that could lead to identification of a patient

Example Resource: Analyze an MBOX Email Archive

Extract timeline and sender information from an MBOX email archive file

Function Resource: FromCamelCase

Split camel case phrases into separate words

Function Resource: KoremutakeConvert

Convert to and from Koremutake memorable random strings

Neural Net Resource: CycleGAN Photo-to-Van Gogh Translation

Turn a photo into a Van Gogh-style painting

Example Resource: Bernstein–Vazirani Algorithm

Construct the Bernstein–Vazirani quantum circuit for a given secret string

Neural Net Resource: Google-T5 Multitask Language Model

Perform a wide array of text-to-text tasks

Neural Net Resource: Pix2pix Photo-to-Street-Map Translation

Generate a street map from a satellite photo

Neural Net Resource: Pix2pix Street-Map-to-Photo Translation

Generate a satellite photo from a street map

Function Resource: KeywordsGraph

A weighted graph visualizing the flow and clustering of ideas in the text

Function Resource: HighlightTextDifferences

Highlight the changes between two similar strings

Function Resource: ImportVTT

Import Web Video Text Tracks (.vtt) data

Function Resource: OpenStreamQ

Test if a stream is open

Function Resource: ImportWavefrontRFL

Import a Wavefront RFL file

Prompt Resource: FilenameSuggest

Write an easy filename to use

Function Resource: SalvageNotebook

Salvage a possibly corrupt notebook file by extracting all valid cells from it

Function Resource: ImportOBJ

Import a Wavefront OBJ file

Function Resource: ImportSafetensors

Import a safetensors binary file

Function Resource: RandomStrongPassword

Create a safe password with random ASCII characters usually available on the keyboard (English and Latin characters)

Function Resource: HexToColor

Convert hex strings into colors

Function Resource: KatakanaQ

Test if a string is composed of katakana characters

Function Resource: HiraganaQ

Test if a string is composed of hiragana characters

Function Resource: KanjiQ

Test if a string is composed of kanji characters

Example Resource: Build a Classifier to Detect the Language of a Text

Import French, English, German, and Spanish texts from the web to use to train a classifier

Function Resource: ChaoDecipher

Decipher a Chaocipher-enciphered string

Function Resource: ChaoCipher

Encipher a string using the Chaocipher

Function Resource: SpectrogramEncode

Hide a string in a spectrogram

Function Resource: DecodeFromIDNA

Decode an IDNA string

Function Resource: ImportGeoParquet

Import a GeoParquet file as a dataset

Neural Net Resource: CycleGAN Horse-to-Zebra Translation Trained on ImageNet Competition Data

Turn horses into zebras in a photo

Neural Net Resource: CycleGAN Zebra-to-Horse Translation Trained on ImageNet Competition Data

Turn zebras into horses in a photo

Neural Net Resource: CycleGAN Orange-to-Apple Translation Trained on ImageNet Competition Data

Turn oranges into apples in a photo

Neural Net Resource: CycleGAN Apple-to-Orange Translation Trained on ImageNet Competition Data

Turn apples into oranges in a photo

Function Resource: NotebookRelativePath

Return the full path to a file relative to the current notebook

Function Resource: AffineDecipher

Decipher a string using the affine cipher

Function Resource: CaesarCipher

Performs Caesar’s substitution cipher on a string

Function Resource: DirectoryImagesViewer

View image files from a given directory

Function Resource: AffineCipher

Encipher a string using the affine cipher

Function Resource: RainbowText

Make any text fabulous by coloring the letters with rainbow colors

Function Resource: VigenereDecipher

Decipher a Vigenère-enciphered string

Function Resource: CaesarDecipher

Decipher a Caesar-enciphered string

Function Resource: ToggleLogInputs

Automatic logging of executed input cells to a file

Function Resource: EncodeToIDNA

Encode a string to the IDNA format

Function Resource: ColorToHex

Convert a color to a hex string

Function Resource: SyntaxHighlight

Syntax-highlight a code string

Function Resource: EncodeHTMLCharacterEntities

Encode regular Unicode characters in a string to their HTML character entities

Function Resource: LongestCommonPrefix

Find the longest common contiguous prefix of a set of strings or lists

Function Resource: RailFenceDecipher

Decipher a string enciphered by the rail fence cipher

Function Resource: RailFenceCipher

Encipher a string using the rail fence cipher

Function Resource: FromCharacterName

Get a string character from its name

Example Resource: Drug Class Retrieval and Plotting

Retrieve chemical entities belonging to a particular class of drugs through suffix-based string matching and quantify their similarities

Function Resource: ToRegularExpression

Convert a string expression or a related object to a regular expression

Function Resource: ImportHEALPix

Import a file that contains HEALPix encoded data

Function Resource: GenerateVerificationTests

Generate a VerificationTest file for all permutations of arguments

Function Resource: WLTToNotebook

Convert a Wolfram Language test file to a testing notebook

Function Resource: TraceLoading

Monitor file-loading events during the evaluation of an expression

Function Resource: BrainLanguageEncode

Encode a string into brain language code

Function Resource: RandomSubstitutionSystemRule

Generate a random string substitution rule

Function Resource: MorseCipher

Encode a string with extended Morse code

Function Resource: HuffmanEncode

Find a Huffman encoding from a string

Function Resource: ColorSearch

Search for colors containing a given string

Function Resource: HillCipherDecrypt

Decrypt a string encrypted by a Hill cipher

Function Resource: PigpenCipher

Encipher a string using the pigpen cipher

Function Resource: AtbashCipher

Encipher a string using the Atbash cipher

Function Resource: VigenereCipher

Perform Vigenère's substitution cipher on a string

Function Resource: SentenceCount

Count the number of sentences in a string of text

Function Resource: HexConvert

Convert hexadecimal strings to integers and vice versa

Function Resource: TextWatermark

Hide an invisible textual watermark within a string

Function Resource: Pacletize

Create a paclet layout from a collection of files, symbols and contexts

Function Resource: ExifAltitude

Extract the elevation that an image was taken at with the EXIF metadata attached to a file

Function Resource: WebDAVProperties

Fetch file and directory properties from a WebDAV server

Function Resource: CompassPoint

Returns a string with the closest (inter)cardinal direction

Paclet Resource: FaizonZaman/LexicalCases

Extract lexical patterns from text

Function Resource: ChemicalNameToSMILES

Convert a chemical name into a SMILES identifier string

Function Resource: ValidSymbolIdentifierQ

Check whether a string is a valid symbol name

Function Resource: ToKatakana

Convert any hiragana characters in a string to katakana

Function Resource: ToHiragana

Convert any katakana characters in a string to hiragana

Function Resource: SmilesPlot

Visualize a SMILES string together with the molecule it represents

Function Resource: ASTPattern

Convert a pattern to match a corresponding CodeParser AST node

Paclet Resource: WolframInstitute/PiMachine

Universal Reversible Machine

Paclet Resource: Wolfram/DiagrammaticComputation

Abstract compositional diagrammatic calculus

Data Resource: World Cup 1988 Network

Network describing the 22 soccer teams which participated in the World Cup in Paris 1998

Function Resource: AutocompleteSearchQuery

Generate suggested text for autocompletion of a search query

Function Resource: TextTake

Take a section of text specified by a number and textual unit

Neural Net Resource: Stable Diffusion V1

Generate photorealistic images

Function Resource: LSystem

Generate an L-system

Function Resource: VersionOrder

Compare two version numbers to determine their order

Function Resource: LabelListPlot

Plot the occurrences of labels in a list

Function Resource: MagicInteger

Iterate through integer names until an integer equal to its string length is reached

Function Resource: FromISOTimestamp

Parse a string in ISO 8601 format to a DateObject

Function Resource: FITImport

Import a FIT file to analyze data from cycling computers, smart watches and other devices

Function Resource: ValidISBNQ

Check if a string is a valid ISBN-13 or ISBN-10

Function Resource: GooglePolylineEncode

Encode locations as a single string in the Google polyline format

Function Resource: HuffmanTree

Find a Huffman tree encoding from an input string

Function Resource: CreateSortableUniqueID

Create a K-Sortable Unique Identifiers hexadecimal string

Function Resource: ImportMTL

Import a Wavefront Material Template Library file as a labeled set of graphics directives

Prompt Resource: CSV

Convert text to a comma-separated-value formatted table

Function Resource: ConcordanceWords

Find words associated with a search term in a list, text file, PDF or URL

Function Resource: ImportVCF

Import files in the VCF format, a bioinformatics standard for storing gene sequence variations

Function Resource: MigrateSettingsToWolframApp

Migrate user files and settings from 14.0 and earlier to the Wolfram app

Neural Net Resource: U-Net Trained on Glioblastoma-Astrocytoma U373 Cells on a Polyacrylamide Substrate Data

Segment a microscopy image to detect cells

Function Resource: CommandLineSplit

Split a command-line string respecting quotes and escape characters

Function Resource: DecodeHTMLCharacterEntities

Decode HTML character entities in a string with their regular Unicode characters

Function Resource: EnumerateSubstitutionSystemRules

Enumerate possible inequivalent string substitution rules with a given signature

Function Resource: ScreamDecipher

Decipher a scream string as defined by Randall Munroe in xkcd #3054

Function Resource: TextToKaleidoscope

Create a square-symmetric image from a long string of text

Function Resource: ShowQuotes

Style the output so that quotation marks (as string characters) appear

Neural Net Resource: StarGAN Trained on CelebA Data

Translate an image from one domain to another

Function Resource: OSMImport

Import OSM (OpenStreetMap) data from XML files or the OSM API

Function Resource: LSystemPlot

Display an L-system

Function Resource: Uwuify

Express text in the flavor of the uwu emoticon for cuteness

Function Resource: PDBImport

Import protein data in the Protein Data Bank (PDB) format

Neural Net Resource: Whisper-V1 Multilingual Nets

Translate multiple-language audio recordings to English

Function Resource: Spotlight

Access the Spotlight feature in macOS from within the Wolfram Language

Prompt Resource: TSV

Convert text to a tab-separated-value formatted table

Function Resource: FCGRImage

Produce a frequency chaos game representation image from a string of nucleotides

Function Resource: ConvertSequenceBondsToDotBracketForm

Convert the bonds of a biomolecular sequence to a string in a basic dot-bracket form

Function Resource: TextChangeAnimation

Create an animation of text changing

Function Resource: GBIFImport

Import occurrences from Global Biodiversity Information Facility (GBIF) data

Function Resource: INaturalistImport

Import iNaturalist data

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

Generate an answer to a question given an image

Data Resource: NYC Motor Vehicle Collisions

Motor vehicles collisions between road users reported to the NYPD.

Neural Net Resource: AdaIN-Style Trained on MS-COCO and Painter by Numbers Data

Transfer the style of one image to another image

Function Resource: SparseAssociation

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

Function Resource: MoleculeNeutralize

Neutralize the ionic form of a molecule provided as a Molecule, SMILES or InChI string

Function Resource: DataResourceFromDirectory

Create a data resource definition notebook from data in a directory

Function Resource: GPTTokenizer

Tokenize an input string into a list of integers from a vocabulary that was originally used to train GPT nets

Function Resource: DirectoryBlock

Temporarily change the current directory for an evaluation and ensure that it is restored when evaluation is completed

Function Resource: ResetDirectoryStack

Reset the value of Directory[] and DirectoryStack[]

Function Resource: AlkaneName

Generate the name of the straight-chain alkane with the specified number of carbon atoms

Function Resource: LaTeXPreview

Render LaTeX as an image

Function Resource: PiTopConnect

Provide Wolfram Language-based access to the pi-top Maker Architecture available for the pi-top [4]

Function Resource: ObjectIfExists

Get an object only if it exists

Data Resource: Guitar Chords for Picking

Complete set of 4-note guitar chords for picking

Function Resource: FirstWebImage

Get a single image from a web search

Function Resource: RandomPhoto

Get random photographs of given sizes

Function Resource: ToExpressionMatched

Interpret input and check that the resulting expression matches a specific pattern

Data Resource: Full Text of A New Kind of Science

The full text of Stephen Wolfram’s A New Kind of Science

Function Resource: ShowGitStatus

Display the status of a git repository

Function Resource: NucleotideName

Construct the semisystematic name of an oligonucleotide from its DNA or RNA base sequence

Function Resource: MaTeXInstall

Install or update the MaTeX package

Function Resource: ImportGravatarImage

Import an avatar image from the Gravatar service

Function Resource: AlignmentToPositionDifferences

Convert a sequence alignment to a list of positional differences from the first sequence to the second

Function Resource: CaliforniaCOVID19Data

Generate datasets from California COVID-19 data released by the State of California

Function Resource: ElasticData

Compute elastic properties of a material with a specified elastic tensor (stiffness matrix)

Neural Net Resource: Deep Speech 2 Trained on Baidu English Data

Transcribe an English-language audio recording

Function Resource: ByteArrayToBitList

Converts a byte array to a list of bits

Function Resource: BitListToByteArray

Convert a list of bits to a byte array

Paclet Resource: Wolfram/AgentTools

Provides tools and integrations for connecting Wolfram Language to AI agents and LLMs

Function Resource: MaterialsProjectData

Get material properties from the Materials Project database

Function Resource: UnitedStatesWildfireData

Get data for wildfires observed by the NASA MODIS satellites

Function Resource: USElectionAtlasData

Retrieve US election data by year and office from Dave Leip's Atlas of US Presidential Elections

Function Resource: VAERSData

Import Vaccine Adverse Event Reporting System data

Function Resource: AutomaticReport

Create an automatic report from a given text query

Function Resource: OWIDCOVID19Data

Generate testing and vaccination datasets from the OWID COVID-19 data site

Function Resource: CopyAsExcelData

Copy a list to the clipboard in a format that can be pasted directly into a spreadsheet

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)

Function Resource: GBIFSearch

Search for taxa occurrences using the Global Biodiversity Information Facility (GBIF) Occurrences API

Function Resource: OEISSequence

Return the list provided by the OEIS for a given OEIS sequence number

Function Resource: ToPythonFunction

Convert a Wolfram Language function to a Python function

Data Resource: Hansen Solubility Parameters

Hansen solubility parameters for 211 common solvents

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

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

Data Resource: Global Landslide Catalog

The Global Landslide Catalog considers all types of mass movements triggered by rainfall, which have been reported in the media, disaster databases, scientific reports, or other sources.

Function Resource: MermaidInk

Get an image corresponding to a Mermaid-JS specification via the web Mermaid-Ink interface of Mermaid-JS

Function Resource: ImportSheetData

Interactively import data from a spreadsheet

Paclet Resource: WolframChemistry/Selfies

SELF-referencIng Embedded Strings

Function Resource: OEISLookup

Look up a sequence of numbers on the Online Encyclopedia of Integer Sequences (OEIS)

Function Resource: KernelMatrixAlignment

Compute the alignment similarity between two matrices

Function Resource: PartitionCrank

Get Dyson's crank of an integer partition

Function Resource: MortonCurve

Generate a Morton (z-order) curve

Paclet Resource: PeterBurbery/DateTime

A paclet that contains functions for date and time

Function Resource: MixtilinearIncircles

Get the three mixtilinear incircles of a triangle

Function Resource: SkewnessAround

Calculate the skewness of a list along with its uncertainty

Function Resource: VarianceAround

Calculate the variance of a list along with its uncertainty

Function Resource: KurtosisAround

Calculate the kurtosis of a list along with its uncertainty

Example Resource: Explore Symmetries of Crystal Systems

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

Example Resource: The Birthday Problem in a Million Simulations

Simulate and analyze the probability of shared birthdays in a million randomly selected groups

Function Resource: HypergraphToGraph

Convert a hypergraph to a graph with the same distance matrix

Function Resource: KillItWithFire

Equivalent to DeleteObject, except uses fire to delete

Function Resource: PhraseRiffle

Convert a list of strings into a phrase

Function Resource: IntensifiesFrames

Label an image and generate the frames of the popular [Intensifies] meme

Function Resource: DecorrelationStretch

Apply a decorrelation stretch to an image

Function Resource: ConvertStringsToSymbols

Convert strings inside an expression to symbols without evaluating them further

Function Resource: NearestColorName

Find the color name closest to a given color

Function Resource: SymbolNameTranslate

Get the translated name of a Wolfram Language symbol in a given language

Function Resource: VimGraph

Construct a graph of simple Vim-style movements in text

Data Resource: Organ Transplants by Country

Organ Donation and Transplantation Activities

Function Resource: ThermodynamicBetheAnsatzSolve

Solve integral equations of the thermodynamic Bethe ansatz type

Function Resource: WordsFromBitcoinBlockchain

Get the words found in the input transaction bytes in bitcoin blockchains

Function Resource: FromRecursiveRewrite

Recover expressions using RecursiveRewrite-generated rules

Function Resource: OptionNames

Get the names of options for a function, possibly filtered according to a pattern

Function Resource: NeedsDefinitions

Equivalent to Needs, but does not modify the $ContextPath

Function Resource: ScheduleCloudObjectExpiration

Deploy a task to delete or replace a CloudObject after a delay

Function Resource: AncientNumberRepresentation

Display the written representation of an integer in any of several ancient number systems, including Babylonian

Function Resource: SessionHistoryNotebook

Create a notebook containing all inputs and outputs from the current kernel session

Function Resource: ToNegabinary

Get the negabinary representation of an integer

Function Resource: UnformalizeSymbols

Convert formal symbols in an expression into non-formal versions

Function Resource: FormalizeSymbols

Convert symbols in an expression into formal symbols

Function Resource: OutShuffle

Perform an out shuffle on a list

Function Resource: InShuffle

Perform an in shuffle on a list

Function Resource: BinarySerializeWithDefinitions

Serialize an expression along with any dependent definitions

Function Resource: CellBoundingRectangle

Get the bounding rectangle coordinates for a cell as it appears in a notebook

Function Resource: LatinizedText

Generate dummy text of Latin words in the style of Lorem Ipsum

Function Resource: PalindromicSubsequences

Find palindromic subsequences in lists

Function Resource: BalancedTernary

Convert integers to and from balanced ternary

Function Resource: BuildInterpretationLookup

Build a lookup association from data to its interpretation

Data Resource: United States Supreme Court Decisions 1946-present

Datasets relating to Supreme Court cases from 1946 to present

Function Resource: WordAffixStructure

Separate the stem of an English word from its affixes

Function Resource: ElevenLabsHighlightSpeak

Dynamically highlight content as it is spoken

Function Resource: DateSetter

Create a control for choosing a date

Data Resource: Sample Data: Yellowstone Geothermal Features

Locations of some geothermal features and geysers in Yellowstone National Park

Function Resource: BulgarianStem

Find stems of Bulgarian words

Function Resource: OpenWebMap

Open a geographic position in an online mapping service

Function Resource: AddSemantics

Automatically add semantics to structured data

Function Resource: TimeSetter

A control to set a time

Function Resource: PatternSort

Sort a list of patterns according to their precedence

Function Resource: HMAC

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

Data Resource: LEGO Colors

Color specifications and names used for LEGO bricks

Neural Net Resource: FastDVDNet Trained on DAVIS Data

Remove noise from a video

Function Resource: DuckDuckGoQuery

Query instant answers from the DuckDuckGo safe search engine web API

Function Resource: PrintAsCellObject

Print an expression and get the corresponding CellObject

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

Generate text in English and analyze sentiment

Function Resource: NibbleArray

An array of nibbles (four-bit values)

Function Resource: DigitSum

Find the sum of digits in the positional representation of an integer

Prompt Resource: ThinkingHatsFeedback

Feedback by wearing different idea hats

Neural Net Resource: LeNet Trained on MNIST Data

Identify the handwritten digit in an image

Neural Net Resource: ResNet-101 Trained on Augmented CASIA-WebFace Data

Represent a facial image as a vector

Neural Net Resource: OpenFace Face Recognition Net Trained on CASIA-WebFace and FaceScrub Data

Represent a facial image as a vector

Neural Net Resource: CapsNet Trained on MNIST Data

Identify the handwritten digit in 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

Neural Net Resource: BPEmb Subword Embeddings Trained on Wikipedia Data

Represent words or subwords as vectors

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: Enhanced Super-Resolution GAN Trained on DIV2K, Flickr2K and OST Data

Increase the resoution of an image

Neural Net Resource: ColorNet Image Colorization Trained on Places Data

Colorize a grayscale image

Neural Net Resource: ColorNet Image Colorization Trained on ImageNet Competition Data

Colorize a grayscale image

Neural Net Resource: ForkNet Brain Segmentation Net Trained on NAMIC Data

Segment an image of a human brain into different anatomical structures

Neural Net Resource: D2-Net Trained on MegaDepth Data

Find generic keypoints and their feature vectors in an image

Neural Net Resource: ESMFold-V1 Trained on UR50 Data

Predict protein's 3D structure from amino acid sequences

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

Detect and localize objects in an image

Neural Net Resource: BERT Trained on BookCorpus and Wikipedia Data

Represent text as a sequence of vectors

Neural Net Resource: CoCa Image Captioning Nets Trained on LAION-2B Data

Represent words and images as vectors

Neural Net Resource: Very Deep Net for Super-Resolution

Increase the resolution of an image

Neural Net Resource: SqueezeNet V1.1 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: YOLO V2 Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: Pose-Aware Face Recognition in the Wild Nets Trained on CASIA WebFace Data

Represent a facial image as a vector

Neural Net Resource: SlowFast Video Action Classification Trained on Kinetics-400 Data

Identify the main action in a video

Neural Net Resource: Wolfram English Character-Level Language Model V1

Generate text in English

Neural Net Resource: Ademxapp Model A Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Squeeze-and-Excitation Net Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: RetinaNet-101 Feature Pyramid Net Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: CLIP Multi-domain Feature Extractor

Represent words and images as vectors

Neural Net Resource: GPT Transformer Trained on BookCorpus Data

Generate text in English and represent text as a sequence of vectors

Neural Net Resource: Yahoo Open NSFW Model V1

Determine whether an image contains pornographic content

Neural Net Resource: SSD Feature Pyramid Nets Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: MiDaS V2.1 Depth Perception Nets Trained on Multiple-Datasets

Estimate the depth map of an image

Neural Net Resource: YOLO V5 Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: EfficientNet-V2 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Inception V1 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Vision Transformer Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Vanilla CNN for Facial Landmark Regression

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

Neural Net Resource: EfficientNet Trained on ImageNet with NoisyStudent

Identify the main object in an image

Neural Net Resource: EfficientNet Trained on ImageNet with RandAugment

Identify the main object in an image

Neural Net Resource: EfficientNet Trained on ImageNet with AutoAugment

Identify the main object in an image

Neural Net Resource: SSD-MobileNet V2 Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: CenterNet Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: EfficientNet Trained on ImageNet with AdvProp and AutoAugment

Identify the main object in an image

Neural Net Resource: Whisper-V1 Nets

Transcribe an English audio recording

Neural Net Resource: MiniLM V2 Text Feature Extractor

Represent text as a sequence of vectors

Neural Net Resource: MobileNet V1 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: FastSAM Trained on MS-COCO Data

Detect, segment and localize objects in an image

Neural Net Resource: ResNet-50 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: ResNet-152 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: ResNet-101 Trained on ImageNet Competition Data

Identify the main object in an image

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

Generate a textual description of an image

Neural Net Resource: ShuffleNet-V2 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: YOLO V3 Trained on Open Images Data

Detect and localize objects in an image

Neural Net Resource: DoubleU-Net Trained on Medical Image Segmentation Datasets

Segment medical images performing a task-dependent binary classification

Neural Net Resource: Multi-scale Context Aggregation Net Trained on PASCAL VOC2012 Data

Segment an image into various semantic component classes

Neural Net Resource: Ademxapp Model A1 Trained on Cityscapes Data

Segment an image of a driving scenario into semantic component classes

Neural Net Resource: Multi-scale Context Aggregation Net Trained on Cityscapes Data

Segment an image of a driving scenario into semantic component classes

Neural Net Resource: Ademxapp Model A1 Trained on PASCAL VOC2012 and MS-COCO Data

Segment an image into various semantic component classes

Neural Net Resource: Ademxapp Model A1 Trained on ADE20K Data

Segment an image into various semantic component classes

Neural Net Resource: Multi-scale Context Aggregation Net Trained on CamVid Data

Segment an image of a driving scenario into semantic component classes

Neural Net Resource: Micro Aerial Vehicle Trail Navigation Nets Trained on IDSIA Swiss Alps and PASCAL VOC Data

Navigate a drone in a forest environment

Neural Net Resource: ResNet-101 Trained on YFCC100m Geotagged Data

Determine the geolocation of a photograph

Neural Net Resource: U2-Net Trained on DUTS-TR Data

Segment objects in an image

Neural Net Resource: Whisper-V1 Multilingual Turbo

Transcribe multiple-language audio recordings

Neural Net Resource: M2M-100 Multilingual Translation Net

Translate text between any pair of one hundred languages

Neural Net Resource: Wolfram AudioIdentify V1 Trained on AudioSet Data

Identify sounds in an audio signal

Neural Net Resource: Age Estimation VGG-16 Trained on IMDB-WIKI Data

Predict a person's age from an image of their face

Neural Net Resource: Gender Prediction VGG-16 Trained on IMDB-WIKI Data

Predict a person's gender from an image of their face

Neural Net Resource: Optic-Net Classifier for Retinal Diseases

Diagnose retinal diseases from optical tomography images

Neural Net Resource: Wolfram ImageIdentify Net V1

Identify the main object in an image

Neural Net Resource: CenterNet Pose Estimation Nets Trained on MS-COCO Data

Detect and localize human joints and objects in an image

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

Generate a portrait sketch from a photo

Neural Net Resource: MobileNet-3D V1 Trained on Video Datasets

Identify the action in a video

Neural Net Resource: Inception V1 Trained on Extended Salient Object Subitizing Data

Count the number of prominent items in an image

Neural Net Resource: Clinical Concept Embeddings Trained on Health Insurance Claims, Clinical Narratives from Stanford and PubMed Journal Articles

Represent a clinical concept as a vector

Neural Net Resource: RoBERTa Trained on BookCorpus, English Wikipedia, CC-News, OpenWebText and Stories Datasets

Represent text as a sequence of vectors

Neural Net Resource: Wav2Vec2 Trained on LibriSpeech Data

Transcribe an English audio recording

Neural Net Resource: SSD-VGG-300 Trained on PASCAL VOC Data

Detect and localize objects in an image

Neural Net Resource: SSD-VGG-512 Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: SSD-VGG-512 Trained on PASCAL VOC2007, PASCAL VOC2012 and MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: Wide ResNet-50-2 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Channel-Separated Video Action Classification Net Trained on Kinetics-400 Data

Identify the main action in a video

Neural Net Resource: MiniLM V2 Reranker Trained on MS MARCO Data

Compute a relevance score for a query-passage pair

Neural Net Resource: Unguided Volumetric Regression Net for 3D Face Reconstruction

Reconstruct a 3D facial image from a 2D facial image

Neural Net Resource: Self-Normalizing Net for Numeric Data

Perform classification or regression on numeric data

Neural Net Resource: DenseNet-121 Trained on ImageNet Competition Data

Identify the main object in an image

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

Represent words and images as vectors

Neural Net Resource: ResNet-101 for 3D Morphable Model Regression Trained on Casia WebFace Data

Represent a facial image as a vector

Neural Net Resource: Pre-trained Distilled BERT Trained on BookCorpus and English Wikipedia Data

Represent text as a sequence of vectors

Neural Net Resource: MobileNet-3D V2 Trained on Video Datasets

Identify the main action in a video

Neural Net Resource: Inception V3 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: Age Estimation VGG-16 Trained on IMDB-WIKI and Looking at People Data

Predict a person's age from an image of their face

Neural Net Resource: YOLOX Trained on MS-COCO Data

Detect and localize objects in an image

Neural Net Resource: 3D-Inflated ResNet-50 Trained on Kinetics 400 Data

Identify the main action in a video

Neural Net Resource: SqueezeNet-3D Trained on Video Datasets

Identify the main action in a video

Neural Net Resource: ShuffleNet-3D V1 Trained on Video Datasets

Identify the main action in a video

Neural Net Resource: ShuffleNet-3D V2 Trained on Video Datasets

Identify the main action in a video

Neural Net Resource: VGG-16 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: X3D Video Action Classification Trained on Kinetics-400 Data

Identify the main action in a video

Neural Net Resource: VGG-19 Trained on ImageNet Competition Data

Identify the main object in an image

Neural Net Resource: EfficientNet Trained on ImageNet

Identify the main object in an image

Neural Net Resource: PSENet Text Detector Trained on ICDAR-2015 and CTW1500 Data

Detect and localize text in an image

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

Represent words and images as vectors