Wolfram/LLMFunctions

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

  WolframChemistry/Selfies

SELF-referencIng Embedded Strings

  WolframChemistry/ChemistryFunctions

Wolfram Language functions for Chemistry

  StianRamsnes/MaXrd

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

  PeterBurbery/DimensionalAnalysis

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

  JaneShenGunther/TCGADataTool

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

  FaizonZaman/LexicalCases

Extract lexical patterns from text

  AntonAntonov/MonadMakers

Functions for making software monads

  AntonAntonov/DimensionReducers

Dimension reduction algorithms

  EntityClassDimensions

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

  EntityTooltip

Add an informational tooltip to any entity

  RandomEntityQuestion

Generate a random quiz question from the Wolfram Knowledgebase

  Wolfram/QuantumFramework

Perform analytic and numeric quantum computations

  FoodEntityCommonName

Transform a food entity to its common name

  EncodeHTMLCharacterEntities

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

  DecodeHTMLCharacterEntities

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

  Explore Symmetries of Crystal Systems

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

  Languoid EntityStore

Entity store with information about languages, dialects and families of the world (‘languoids’) and their genealogical classification

  LifeWiki Entity Store

More than 1,000 entities from LifeWiki

  FDIC Institution EntityStore

A Wolfram Language EntityStore with selected data on FDIC insured institutions

  General Topology EntityStore

Textbook

  CreditedDemonstration

Insert a demonstration into a notebook, including links to the title, author and Manipulate code

  Amniote Life History EntityStore

EntityStore of life history data for birds, mammals, and reptiles

  Shakespeare and Company EntityStores

The collection, members and circulation records of the Shakespeare and Company lending library

  Census Tract Entity Store

US Census tracts with location, polygon, and data from the American Community Survey

  LifeWiki Entity Store 2025

An updated and cleaned entity store of the Game of Life wiki website

  TaxonomicNearest

Give the list of taxa to which a specified taxon is nearest

  AddSemantics

Automatically add semantics to structured data

  Convert Quantum Circuits To and From Qiskit

  Entity Store of Books in Stephen Wolfram's Library

An entity store of books in Stephen Wolfram’s library that were used during in the creation of A New Kind of Science (Wolfram, 2002).

  ChemicalElementComposition

Compute the elemental composition of a chemical entity

  WolframKnowledgebaseExplorer

Explore the Wolfram Knowledgebase via a graphical user interface

  ColorSearch

Search for colors containing a given string

  QuantumMob/Q3mini

The mini version of Q3, a symbolic quantum simulation framework on quantum systems

  MusicBrainzSearch

Search for entities in MusicBrainz

  TaxonomyTree

Visualize a taxonomy tree of either a single TaxonomicSpecies entity or a list of multiple entities

  RohanMehta/OpenChemicalSystems

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

  DesignThinker

A problem-solving approach that involves empathy, experimentation, and iteration

  AstroDistance

Compute the distance between astronomical entities

  Entity Store of People Mentioned in Stephen Wolfram's A New Kind of Science

An entity store of all people mentioned in historical and other notes in “A New Kind of Science”

  AstroAngularDistance

Compute the angular distance between astronomical entities

  FromISOCountry

Parse ISO 3166-1 country codes to a Country entity

  LongFormDataset

Converts tabular data into a long-form dataset

  Strangeworks/Strangeworks

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

  PhysicalQuantityLookup

Look up PhysicalQuantity entities using units or unit dimensions

  Galactic Structure of Star Clusters

Create a map of open and globular star clusters

  Range of Pulsar Spin Rates

Plot the rotation period versus the period derivative of pulsars

  MermaidInk

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

  Find the Gap in a CT Scan of a Spine

Use the image processing and geometric computation frameworks to find the gap in an image

  Minecraft Block Types

Wolfram Language EntityStore with IDs and sample images for 150+ types of Minecraft blocks

  Relationships between Particle Detectors

Visualize links between families of measurement devices

  ElevateGeoPosition

Set the elevation of one or multiple geodetic positions

  QuestionAssessmentExplanation

Automatically create explanations for QuestionObject assessments

  Classify Spoken Digits

Use the neural net framework to enable powerful and user-friendly network training tools for audio objects

  Compare Color Sets and Color Spaces

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

  Humidity Distributions at Weather Stations

Plot the distributions of humidity measurements for a given day or over a year

  ToRDCoordinates

Convert latitude-longitude coordinates to Dutch RD coordinates

  FromRDCoordinates

Convert Dutch RD coordinates to GeoPosition objects

  Terms for Food from the LanguaL International Food Thesaurus

Visualize terms for food from the LanguaL International Food Thesaurus

  Structural Complexity of Proteins

Find proteins by median feature count for various molecular functions

  Helium Transitions within the Visible Spectrum

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

  Map the States with the Highest Magnitude Earthquakes

Visualize the location and magnitude of earthquakes across the United States

  AntonAntonov/MermaidJS

Graphics and images corresponding to mermaid-js specifications

  Laser Wavelengths and Types

Access and visualize data about different lasers

  Bar Charts of Food High in Vitamin C or Iron

  Supported Ranges of Different Pressure-Measuring Devices

  Analyze a Color-Based Diet

Obtain a list of foods with the same common outside color

  Build a Network of Ingredient Substitutions

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

  Build a Word Cloud of Food Groups

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

  Generate Nutrition Labels by Scanning PLU Codes

Get price look-up codes from images of barcodes

  Create a Periodic Table of Spectral Lines

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

  LondonUndergroundMap

Create customizable maps of the London Underground train routes

  GeoGraphics3D

A 3D rotatable sphere version of GeoGraphics

  GeoElevationGraphics3D

Visualize 3D geographics with elevation

  GeneralizedDMSString

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

  OrbitalProperties

Obtain the parameters for orbital motion

  Hansen Solubility Parameters

Hansen solubility parameters for 211 common solvents

  What3WordsLookup

Look up a location or a triple of words on the what3words service

  Cartogram

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

  Generate the Isomers of Decane

Add carbon atoms to methane one by one to exhaustively list all alkanes with up to 10 carbon atoms

  GDB-9 Database

Database of molecular quantum calculations

  SWEETLEAD Molecule Database

A cheminformatics database of medicines, drugs, and herbal isolates

  JHUCOVID19Data

Create a dataset of COVID-19 data from the COVID-19 Data Repository of the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University

  Museum of Modern Art Holdings and Artists

Holdings and artists of The Museum of Modern Art

  Poetry by e. e. cummings

The poems of e. e. cummings that are in the public domain

  2015 Chicago Marathon Data

2015 Chicago Marathon participant data

  ISO 639-3

ISO 639-3 set of codes for all known human languages

  National Science Foundation Grants - 2015

Data on National Science Foundation grants and associated investigators and institutions awarded in the year 2015

  The Busy Beaver Competition

Current Busy Beaver Records, winning Turing Machines and references

  Pitt Quantum Repository

The Pitt Quantum Repository is a database and website of molecular quantum calculations, including visualization

  Darwin's Plant Experiments

Curated data from Darwin's plant experiments and related text

  VEHICLe

virtual exploratory heterocyclic library

  AntonAntonov/DataReshapers

Data reshaping functions

  IPStackData

Get geo locations for IP addresses using the ipstack service

  MexicoCOVID19Data

Import data from the Dirección General de Epidemiología website

  DorlingCartogram

Create a non-overlapping cartogram type with visual equalization, partial topology preservation and no shape preservation

  Conformations of Cyclohexane

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

  FindFoodUK

Find information on food businesses in the UK using the Food Standards Agency database

  SkyChart

Visualize the sky for a specified location, time and date

  UnitedStatesWildfireData

Get data for wildfires observed by the NASA MODIS satellites

  SNAP Retailers

A comprehensive list of all retailers accepting SNAP payments in the U.S.

  NYTimesCOVID19Data

Import data from the New York Times COVID-19 United States county-by-county data

  USElectionAtlasData

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

  GoogleMobilityReport

Generate a dataset from Google Community Mobility Reports for a given country

  FlightsOverhead

Determine the flights and flight paths of airplanes currently overhead at a location

  OWIDCOVID19Data

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

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

Increase the resoution of an image

  United States Supreme Court Decisions 1946-present

Datasets relating to Supreme Court cases from 1946 to present

  GBIFImport

Import occurrences from Global Biodiversity Information Facility (GBIF) data

  INaturalistImport

Import iNaturalist data

  JHUCOVID19VaccineData

Estimated COVID-19 vaccine doses administered by US state

  GBIFSearch

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

  Harrow–Hassidim–Lloyd (HHL) Algorithm

Numerically solve a system of linear equations using a quantum algorithm

  Arbitrary Single Qubit Gate using L(4) Cluster State

Perform three equatorial measurements to a linear cluster state to obtain a general one qubit transformation

  Bit-Flip Noise Effect

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

  Symbolic Evolution of a Quantum State

Evolve a quantum state in time, symbolically

  Bernstein–Vazirani Algorithm

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

  CNOT Gate using Measurement-Based Quantum Computing

Implement a widely used 2 qubit gate with an alternative approach to quantum computation

  Visualization of Quantum Measurement Probabilities

Visualize measurement results

  Calculate Entanglement Monotones

Determine if [sub]systems are entangled and quantify the entanglement

  Symbolic Computation for Quantum States

Compute measurements, transformations and more symbolically

  Quantum Natural Gradient Descent via Block Diagonalization

Optimize a variational quantum circuit using quantum natural gradient descent through block diagonalization

  Quantum Natural Gradient Descent via Variational Quantum Eigensolver

Optimize a variational quantum circuit using quantum natural gradient descent through VQE

  The Stochastic Parameter–Shift Rule

Differentiate qubit gates using the exact and approximate stochastic parameter–shift rule

  Parameter Trajectories for Quantum Natural Gradient Descent

Compare quantum natural gradient descent and regular gradient descent

  Quantum Lock using Quantum Phase Estimation and Phase Kickback

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

  Numeric Evolution of a Quantum State

Evolve a quantum state in time, numerically

  Grover's Search Algorithm

Construct Grover's circuit to find solutions of a Boolean function

  Graph-state Quantum Circuit

Construct and work with a graph-state circuit based on a graph

  Send Queries to Quantum Processing Units

Engage with multiple APIs and dispatch quantum tasks

  Quantum Circuit Diagrams and Graphs

Visualize quantum circuits with custom labels and layout

  Compute the Expectation Value of a Quantum Operator

  Hermitian into Unitary Transformation

Use the parameter-shift rule to implement a unitary gate corresponding to an operator

  Workings of the Deutsch-Jozsa Algorithm

  Trotterization Quantum Circuit

Construct a circuit for the Suzuki-Trotter decomposition of an exponential product of operators

  Quantum Multiplexer Circuit

Construct a multiplexer circuit, also called a uniformly controlled gate

  Quantum Phase Estimation

Construct the quantum circuit to estimate the eigenphase (or phase) of a given eigenvector of a unitary operator

  Quantum Fourier Transform

Generate a QFT circuit for any number of qubits

  Lindblad Master Equation

Solving the quantum Liouvillian master equation

  Quantum State Visualization

Plot the Bloch vector or diagrammatic representation of a quantum state

  Quantum Circuits with Amazon Braket

Interact with Amazon Braket through an AWS service connection

  Basis Transformation of Quantum States

  Compute the Product of a Matrix and Vector using a Quantum Circuit

  Symbolic Computation for Quantum Circuits

  Analyzing CHSH Game Strategies

Model the CHSH game using quantum entanglement

  Ademxapp Model A Trained on ImageNet Competition Data

Identify the main object in an image

  Wide ResNet-50-2 Trained on ImageNet Competition Data

Identify the main object in an image

  PSENet Text Detector Trained on ICDAR-2015 and CTW1500 Data

Detect and localize text in an image

  DBNet Text Detector Trained on ICDAR-2015 and Total-Text Data

Detect and localize text in an image

  Inception V1 Trained on ImageNet Competition Data

Identify the main object in an image

  Inception V3 Trained on ImageNet Competition Data

Identify the main object in an image

  CapsNet Trained on MNIST Data

Identify the handwritten digit in an image

  Quantum Circuit Noise Parameter Estimation

Estimate the parameters of the quantum channels modeling a noisy environment with optimization functions

  BioBERT Trained on PubMed and PMC Data

Represent text as a sequence of vectors

  SqueezeNet V1.1 Trained on ImageNet Competition Data

Identify the main object in an image

  ResNet-50 Trained on ImageNet Competition Data

Identify the main object in an image

  ResNet-152 Trained on ImageNet Competition Data

Identify the main object in an image

  ResNet-101 Trained on ImageNet Competition Data

Identify the main object in an image

  Coronavirus COVID-19 Pandemic Government Measures

Measures taken by governments from different countries to fight the coronavirus COVID-19 pandemic caused by the SARS-CoV-2

  BLIP Image Captioning Nets Trained on MS-COCO Data

Generate a textual description of an image

  NutritionReport

Generate a nutrition report about foods specified in text

  PhysicalActivityCalculator

Compute energy expenditure and other properties of various physical activities

  ElasticData

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

  FoodWeb

Visualize food chains of a given animal species

  TaxonomyGraph

Visualize the taxonomy graph of a given species

  BeverageOsmolality

Get osmolality data for common beverages

  WineFoodPairing

Get the foods that pair well with select wines

  TaxonomyCommonAncestor

Find a common ancestor across taxa

  AdafruitProductData

Get Adafruit Industries electronics DIY products and components data

  AnimalSound

Import sounds produced by animals

  SpeciesGenomeSummary

Find genome information for a given taxonomic species

  VitaminData

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

  FiveThirtyEightPresidentialPollingAverages

Import polling data on presidential elections from the website FiveThirtyEight

  EnsemblHomology

Retrieve homology information by species and gene

  DISCOSingleCellAtlas

Explore single-cell atlases by tissue type

  GeneOntologyData

Access hierarchical relation and associated gene product information for Gene Ontology concepts

  MonotonicInterpolation

Make a monotonic InterpolatingFunction with continuous second derivative for monotonic data

  FoodCompassPlot

Create a nutrition plot for a given food

  EnsemblGeneTree

Get an evolutionary tree of homologous genes

  PhysicalQuantityData

Calculate data related to physical quantities

  Repurposing Therapeutics for COVID-19

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

  Elemental Content in Organisms

Dataset of elemental content in animals and plants

  FromAtomicNumber

Find the element for a given atomic number

  GetPubMedIdentifiers

Find the PubMed entries corresponding to a given identifying NCBI succession for a biological sequence

  MusicBrainzData

Retrieve data from MusicBrainz

  SolarSystemPlot3D

Plot the positions of solar system objects in 3D

  RemoveDegenerateSequenceDifferences

Remove degenerate matches from differences between biomolecular sequences

  SkyPositionChart

Visualize the position of astronomical objects on the celestial sphere

  BLASTSearch

Analyze biological sequence similarity using Basic Local Alignment Search Tool

  AtomicNumber

Find the atomic number for a given element

  Wav2Vec2 Trained on LibriSpeech Data

Transcribe an English audio recording

  HartleyMatrix

Generate a Hartley matrix

  DiscreteHartleyTransform

Compute the discrete Hartley transform of a list

  OSMImport

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

  KEGGPathway

Get the graph of and additional information about a KEGG pathway

  PolarCurveIdentifier

Identify which polar curves are associated with the given equations

  MaterialsProjectData

Get material properties from the Materials Project database

  IUPACName

Find the systematic IUPAC name for a molecule

  HistoricalCountryAnimate

Show an animation of the full history of a historical country's territory, along with borders of any modern country it intersected during a given year

  Uncertainty in Physical Constants

Analyze the very different uncertainties of physical constants

  Neuronal Network of a Human Brain

Compute and visualize neuronal connectivity across different brain regions

  GC Content in Bacteria Phyla

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

  Create a Timeline of Rembrandt's Paintings

  Distribution of Endangered Mammals

Analyze habitats of endangered mammalian species and compare with anthropogenic biomes

  Find the Heat Flow of a Dehumidifier

Calculate the heat flow of an ideal dehumidifier using psychrometric charts

  Animate a Map of the Fall of the Roman Empire

  Visual Comparison of Human, Dog and Horse Feet

  Forecast the Weather

Compare weather forecast data to historical values and visualize the results

  Irish-Viking Networks in 'Cogadh Gaedhel re Gallaibh'

Graph datasets for Irish and Viking character relationships in the medieval Irish text 'Cogadh Gaedhel re Gallaibh' ('The War of the Gaedhil with the Gaill')

  Biological Sequences of Insulin across Species

Visualize and analyze biomolecular sequences including DNA and peptide sequences

  Fine Structure Conjectures

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

  Follow Changes in Direction of Monsoon Winds

Explore how the winds rapidly shift in direction during the monsoon season in India

  Radius and Mass of Exoplanets

Explore the uncertainty in exoplanet mass and radius data

  Find Kirkwood Gaps in the Asteroid Belt

Kirkwood gaps result from strong orbital resonances with Jupiter

  RandomItem

Create a random item of the specified type

  Carbon Atomic Transitions within the Visible Spectrum

Create different visualizations of state transitions in neutral carbon using SpectralLineData

  Stirling Cycle with Real-World Materials

Explore the properties of a Stirling cycle, from expansion curves to efficiency

  Create a Weather Map

Display local temperature icons

  Compare Different Versions of a Recipe

Generate a nutrition report for a recipe or any list of ingredients

  Search for the Hilda Family of Asteroids

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

  Compare Weather in Chicago and European Capitals

Find the city in the European Union with the closest temperatures to Chicago

  Compare Median Income and Fair Market Rent

Find and visualize the Illinois counties where the rent is a higher proportion of income by combining Wolfram Knowledgebase data with public data

  Calculate Cocktail Alcohol Content

Visualize the alcohol content of mixed drinks

  Salinity of Seawater at Different Depths

Visualize deviations from the standard average value

  Möbius Carbon Nanobelts

3D structures and properties of twisted carbon nanobelts and their precursors

  Properties of the Planck Radiation Law

Explore properties of electromagnetic radiation emitted by bodies at given temperatures

  Visualize a Time Series of Temperature Data

  Visualize Earth's Gravitational Field

Calculate and visualize the magnitude of the gravitational field across the entire planet

  Temperature Variability at a Given Location

Explore a time series of quantity-valued data

  Chart the Northwest Passage

Use geomagnetic modeling to plot differences between magnetic and true north at high latitudes