Wolfram Resource System

Search the Wolfram Resource System

Search the Wolfram Resource System

Paclet Resource: Wolfram/VirtualMachine

Run virtual machines in the Wolfram Language

Paclet Resource: WolframChemistry/ProteinVisualization

Functions for protein visualizations

Paclet Resource: PeterBurbery/RecreationalMathematics

This paclet is for recreational mathematics and math puzzles

Paclet Resource: PeterBurbery/FileSystem

Functions for manipulating files and directories

Paclet Resource: PeterBurbery/BooleanLogic

Work with logical functions and boolean values

Paclet Resource: DanielS/Wireworld

Explore the Wireworld Turing-complete cellular automaton

Paclet Resource: ConnorGray/Organizer

Notebook interface application for organizing notes and to-dos

Paclet Resource: AntonAntonov/MermaidJS

Graphics and images corresponding to mermaid-js specifications

Data Resource: Top500 List of Supercomputers - June 2016

The TOP500 table shows the 500 most powerful commercially available computer systems known to us.

Data Resource: USB Device Vendors and Devices

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

Function Resource: BiasedRescale

Bias a value in the unit interval either lower or higher

Function Resource: GainRescale

Apply a flatter or steeper variation in the middle of an interval

Function Resource: Jigsaw

Turn an image into a jigsaw puzzle

Function Resource: GetUnsplashImage

Get a picture from the Unsplash free image stock

Function Resource: RandomBSplineSurface

Generate a random surface with B-splines

Function Resource: ImportWavefrontRFL

Import a Wavefront RFL file

Function Resource: PlaneLineIntersection

Compute the intersection point of a plane and line

Function Resource: AspectRatioImagePad

Pad an image so its aspect ratio approximates a specified value

Data Resource: Face Mask computer-vision training dataset

Images of people's faces with a face mask and without a face mask

Data Resource: MNIST

Database of handwritten digits commonly used for training image processing systems

Paclet Resource: Wolfram/QuantumFramework

Perform analytic and numeric quantum computations

Function Resource: ImageShapeMorph

Morph an image from one shape into another

Data Resource: Stack Overflow Survey 2016

Results from Stack Overflow's 2016 Developer Survey

Function Resource: GetLoremFlickrImage

Get random LoremFlicker free Creative Commons (CC) images

Data Resource: Sample Video: Green Screen Laptop

Video of a person using a laptop in front of a green screen

Function Resource: NonMaximumSuppression

Filter regions based on their overlap

Function Resource: RationalSmoothStep

A sigmoidal interpolating rational function

Function Resource: GeneralizedSmoothStep

A generalized sigmoidal interpolating polynomial

Function Resource: ImageAlignFaces

Align images so that facial features coincide

Paclet Resource: RickHennigan/ComputationalFitness

Utilities for importing and analyzing fitness data from smartwatches, cycling computers, and other sources

Example Resource: Speed of Factoring

Function Resource: StartCamera

Start a specified camera on your computer

Function Resource: StopCamera

Stop a specified camera on your computer

Data Resource: SWEETLEAD Molecule Database

A cheminformatics database of medicines, drugs, and herbal isolates

Example Resource: Hubert Dreyfus Loses to Chess Engine Mac Hack VI

Analyze a computer chess critic's loss to an early chess engine

Function Resource: ImageBump

Add bump to an image

Function Resource: SubimageApply

Apply a function to specific subregions of an image

Function Resource: ContentAwareImageResize

Perform content-aware image resizing by seam carving

Data Resource: CIFAR-10

CIFAR-10 computer-vision training dataset

Data Resource: CIFAR-100

CIFAR-100 computer-vision training dataset

Function Resource: QuadtreeImageDecomposition

Quadtree decomposition of an image

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

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

Example Resource: 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

Function Resource: CheckHyperlinks

Checks hyperlinks in an expression, webpage, or notebook, on your computer or in the cloud

Function Resource: MachineIntegerQ

Check if a number falls into the range of machine-sized integers for your computer

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

Example Resource: Create a Slow Motion Video with Optical Flow

Interpolate between existing image frames to create a slow motion sequence

Example Resource: Compare Images Using Coupled Dynamic Image Objects

Compare two satellite images of Venice, Italy, using an interactive graphical user interface

Paclet Resource: DanieleGregori/ArXivExplore

ArXivExplore helps the deep data analysis of all research articles on ArXiv

Function Resource: YOLOImageLabel

Identify and highlight objects in an image using a YOLO neural network

Data Resource: Solutions of the Loculus of Archimedes

The 536 distinct solutions for the Loculus of Archimedes

Paclet Resource: Wolfram/GeometricModels

Collection of parameterized solid models for CAD applications

Example Resource: Keypoints for a Projective Transformation

Use ORB keypoint descriptors to compute an image transformation

Example Resource: Multiscale Image Representation with Image Pyramids

Create Gaussian and Laplacian pyramids to facilitate efficient multiscale image processing

Example Resource: Simple Face Recognition

Implement a simple face recognition algorithm by classifying facial descriptors

Example Resource: Face Analysis from Star Trek Video

Identify the faces of a set of of characters in a Star Trek promotional video

Example Resource: Object Recognition & Tracking in Videos

Detect and track an object in a video

Function Resource: QRImageEmbed

Embed an image in a QR code

Example Resource: Use Contours to Make Hand Drawings

Create hand drawings of objects in images using Fourier of contour points

Example Resource: Detect, Recognize & Highlight Objects in an Image

Function Resource: RandomPhoto

Get random photographs of given sizes

Function Resource: FITImport

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

Example Resource: Multiscale Feature Detection

Apply gradient filtering or saliency filtering to images

Example Resource: Background Removal Using Color Neighborhoods

Find image pixels with colors near a specified color

Example Resource: Keypoint-Based Video Stabilization

Use keypoints and estimate geometric transformations between video frames to stabilize a video

Example Resource: Compare the Shape of Different Countries

Calculate shape distances between countries using canonical time warping

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

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

Example Resource: Blood Cell Identification

Segment and classify normal and burr cells

Example Resource: Image Vectorization

Apply smoothing and quantization to a raster image to make it more suitable for vectorization

Function Resource: OccludeFaces

Occlude all human faces in a given image

Example Resource: Identify and Label Parts of an Image

Use a pre-trained neural net to segment an image into semantic concepts

Example Resource: Detect Rotating Objects in a Video

Apply vector field analysis on image displacements to capture video dynamics

Example Resource: Classify Cells Based on Their Shape

Use convexity defects to classify cells

Example Resource: Train an Age Estimation Network

Use surgery functionality to train a net from the Wolfram Neural Net Repository

Example Resource: Visualize Depth in a Single Image

Use a pre-trained neural net to estimate the depth

Data Resource: PMMA Synthesis Model

A model of a Polymethyl methacrylate (PMMA) synthesis reactor

Data Resource: Wilberforce Pendulum Model

Model of a Wilberforce pendulum

Data Resource: Sample Data: Waterstriders 1

Locations of waterstrider larvae

Data Resource: Sample Data: Waterstriders 3

Locations of waterstrider larvae

Data Resource: Sample Data: Waterstriders 2

Locations of waterstrider larvae

Example Resource: Simple Image Contrast Boosting

Build a contrast booster using arithmetic and statistical operations

Example Resource: Count Gear Teeth Using Image Contours

Develop a convex hull–based algorithm to analyze the shape of gears

Example Resource: Creative Art Using Nested Style Transfer

Apply style transfer to an image to generate new creative art

Data Resource: Guitar Chords for Picking

Complete set of 4-note guitar chords for picking

Example Resource: 3D Facial Reconstruction from 2D Images

Use neural networks to estimate the shape of a face with unguided volumetric regression

Example Resource: Create Super-Resolution Images Using Neural Networks

Data Resource: Sample 3D Model: Suzanne

3D model of a chimpanzee head

Example Resource: Focus Stacking of Microscopic Images

Construct a sharp image by combining several images at different focus distances

Function Resource: Biarc

Generate a biarc through two points

Neural Net Resource: MobileNet V3 Trained on ImageNet Competition Data

Identify the main object in an image

Example Resource: CNOT Gate using Measurement-Based Quantum Computing

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

Example Resource: Tone Mapping Using Simple Image Arithmetic

Prototype a tone-mapping algorithm to make dark pixels of an image visible in the standard dynamic range

Example Resource: Smooth Image Assembly using Multiscale Blending

Split and merge two images at different scales using image pyramids

Data Resource: Steiner Surfaces

Classification of Steiner Surfaces

Example Resource: Train LeNet to Classify Images of FashionMNIST

Classify images of a dataset of labeled fashion images

Neural Net Resource: Inception V3 Trained on ImageNet Competition Data

Identify the main object in an image

Function Resource: RunLengthRandomnessTest

Conduct a randomness test on a sequence of random reals between 0 and 1 using run lengths of increasing subsequences

Function Resource: RunCountRandomnessTest

Conduct a runs up–based randomness test on a sequence of random reals between 0 and 1

Function Resource: SpectralRandomnessTest

Use a discrete cosine transform–based method to test the randomness of a sequence of random reals

Function Resource: SaundersDigitPlot

Make a Saunders plot of a function

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

Represent a facial image as a vector

Function Resource: OrthogonalPolynomialDividedDifference

Evaluate the divided difference of a finite orthogonal polynomial series

Function Resource: XuIndex

Compute the Xu index of an undirected graph or a molecule

Function Resource: BresenhamPoints

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

Function Resource: NineJSymbol

Evaluate the Wigner 9-j symbol

Function Resource: LeeInterpolatingNodes

Generate interpolating nodes from points on a curve

Neural Net Resource: Inception V1 Trained on Places365 Data

Identify the scene type of an image

Function Resource: SphericalVoronoiDiagram

Show the spherical Voronoi diagram of a set of points on a sphere

Function Resource: SpeedReader

Read text quickly by avoiding eye movement

Function Resource: FussCatalanNumber

Evaluate the Fuss–Catalan number

Function Resource: SchultzMTI

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

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

Represent a facial image as a vector

Neural Net Resource: Very Deep Net for Super-Resolution

Increase the resolution of an image

Function Resource: CIEColorMatchingFunctionValues

Evaluate the CIE color matching functions for a given wavelength

Function Resource: UpSetChart

Visualize the intersections and aggregates of intersections of tuples of intersecting sets

Function Resource: RotationMatrixToQuaternion

Convert a rotation matrix to an equivalent unit quaternion

Function Resource: FractalCellularTexture

Generate Worley's cellular texture

Neural Net Resource: GloVe 50-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

Represent words as vectors

Neural Net Resource: GloVe 100-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

Represent words as vectors

Neural Net Resource: GloVe 300-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

Represent words as vectors

Neural Net Resource: GloVe 300-Dimensional Word Vectors Trained on Common Crawl 42B

Represent words as vectors

Neural Net Resource: GloVe 300-Dimensional Word Vectors Trained on Common Crawl 840B

Represent words as vectors

Function Resource: PrincipalCurvatures

Compute the principal curvatures of a surface

Function Resource: MeanCurvature

Compute the mean curvature of a surface

Function Resource: TupperCipher

Encrypt with Tupper’s self-referential formula

Function Resource: TupperDecipher

Decrypt with Tupper’s self-referential formula

Function Resource: EarthAsteroidImpact

Calculate the physical effects of an asteroid impact on Earth based on asteroid composition and velocity

Neural Net Resource: GloVe 200-Dimensional Word Vectors Trained on Tweets

Represent words as vectors

Neural Net Resource: GloVe 50-Dimensional Word Vectors Trained on Tweets

Represent words as vectors

Neural Net Resource: GloVe 25-Dimensional Word Vectors Trained on Tweets

Represent words as vectors

Neural Net Resource: GloVe 100-Dimensional Word Vectors Trained on Tweets

Represent words as vectors

Function Resource: SymbolicFourier

A symbolic version of the Fourier function

Function Resource: SequenceLimit

Numerically estimate the limit of a sequence of values

Data Resource: Second DIMACS P-Hat Graph 8

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 5

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 5 Dimensional Keller Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 4 Dimensional Keller Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 9

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 4

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: HTML Colors

HTML color names and codes

Data Resource: Second DIMACS Brockington Graph 11

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 3

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 12

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 9

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 8

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 2

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 1

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 7

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Brockington Graph 10

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Data Resource: Second DIMACS Brockington Graph 6

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 12

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 10

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 3

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 4

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 6

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 2

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 1

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 8

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 9

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 5

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Data Resource: Second DIMACS Sanchis Graph 13

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Data Resource: Second DIMACS Sanchis Graph 15

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 14

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 7

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(8,4) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 2-Fat Ring Graph with 200 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: J(32,2,4) Generalized Johnson Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(8,2) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Steiner Triple System A27 Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 7

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(10,4) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 3

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 1-Fat Ring Graph with 500 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Steiner Triple System A9 Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(6,2) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(10,2) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Internet Structure Graph

A symmetrized snapshot of the structure of the Internet

Data Resource: 5-Fat Ring Graph with 200 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS Sanchis Graph 11

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 2-Fat Ring Graph with 500 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 14

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 5

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 4

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 2

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 11

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: J(16,2,4) Generalized Johnson Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: J(8,4,4) Generalized Johnson Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 13

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Steiner Triple System A81 Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: H(6,4) Hamming Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 1

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 1-Fat Ring Graph with 200 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 12

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 5-Fat Ring Graph with 500 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: 10-Fat Ring Graph with 500 vertices

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: J(8,2,4) Generalized Johnson Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 6

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 15

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Steiner Triple System A45 Graph

The Second DIMACS Implementation Challenge: 1992-1993

Data Resource: Second DIMACS P-Hat Graph 10

The Second DIMACS Implementation Challenge: 1992-1993

Function Resource: PowerTriangulation

Generate the power triangulation of a set of circles

Function Resource: CubicSplineCurve

Generate a cubic B-spline curve that passes through given points

Function Resource: LaurentExtendedGCD

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

Function Resource: BinomialNumberSystemTriplet

Represent a non-negative integer as the sum of three binomial coefficients

Function Resource: TridiagonalInverse

Evaluate the inverse of a tridiagonal matrix

Function Resource: PowerDiagram

Generate the power diagram of a set of circles

Function Resource: SphericalLinearInterpolation

Evaluate the piecewise spherical linear interpolant of given data

Function Resource: NInverseLaplaceTransform

Find the numerical approximation for the inverse Laplace transform

Data Resource: Stanford Armadillo

3D model of the Stanford Armadillo

Data Resource: Stanford Dragon

3D model of the Stanford Dragon

Data Resource: Stanford Happy Buddha

3D model of the Stanford Happy Buddha

Function Resource: DivergentColorFunction

Create a diverging color map with a neutral central color

Function Resource: FejerQuadratureWeights

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

Neural Net Resource: 2D Face Alignment Net Trained on 300W Large Pose Data

Determine the locations of keypoints from a facial image

Function Resource: FCGRImage

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

Function Resource: LevinSum

Evaluate an infinite sum using the Levin transformation

Function Resource: BasisFromVector

Generate an orthonormal basis from a given 3D vector

Neural Net Resource: 3D Face Alignment Net Trained on 300W Large Pose Data

Determine the 2D projection of 3D keypoints from a facial image

Example Resource: Fooling Neural Networks

Construct illusions for image classification networks

Function Resource: PlanarPolygonFragmentation

Decompose a pair of polygons into disjoint fragments

Function Resource: WenigerSum

Evaluate an infinite sum using the Weniger transformation

Function Resource: TextToKaleidoscope

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

Data Resource: Sample 3D Model: Fan Disk

3D model of a fan disk component

Function Resource: BioMoleculePlot3D

Visualize the 3D structure of biomolecules

Function Resource: PersistentHomology

Perform persistent homology on a point cloud dataset

Function Resource: SmallIntegerLinearSolve

Find a small solution to a system of linear equations over the integers

Function Resource: NoiseSphere

Visualize the noise sphere of a set of random numbers

Function Resource: UpperTriangularDecomposition

Find an upper triangular form and conversion matrix for a given matrix

Function Resource: CountPolynomialSolutions

Count the roots to a system of polynomials

Data Resource: Sample Data: CPU Performance

A relative performance measure and characteristics of 209 CPUs.

Data Resource: Cunningham Number Factorizations

Numbers of the form b^n-1 and b^n+1 are factored for small prime bases b={2,3,5,7}

Function Resource: ClenshawCurtisQuadratureWeights

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

Function Resource: IntegrateRational

Compute the indefinite integral of a rational function

Example Resource: Train a Custom Image Classifier

Retrain an image classifier network to automatically distinguish dromedaries from camels

Function Resource: AxisAngle

Generate the axis-angle representation of a three-dimensional rotation matrix

Function Resource: NewtonCompanionMatrix

Generate the companion matrix for the Newton interpolating polynomial of a given set of points

Function Resource: EisensteinIntegers

Support arithmetic operations for pairs of Eisenstein integers

Function Resource: ModifiedGaussianQuadratureWeights

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

Function Resource: MortonCurve

Generate a Morton (z-order) curve

Function Resource: TriangularSets

Create a triangular set decomposition for a given list of polynomials and variables

Function Resource: HartleyMatrix

Generate a Hartley matrix

Function Resource: FindExactCover

Find row subsets of an input binary matrix that sum to 1 in each column

Function Resource: DiscreteHartleyTransform

Compute the discrete Hartley transform of a list

Data Resource: Sample Data: Spam Email

Dataset of email statistics for the classification of spam email

Data Resource: LLMBenchmarks Data

Results from the Wolfram LLM Benchmarking Project

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

Function Resource: SkewnessAround

Calculate the skewness of a list along with its uncertainty

Function Resource: ImportSheetData

Interactively import data from a spreadsheet

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

Function Resource: BalabanJ

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

Example Resource: A Toy HTTP Server

Implementation of a toy HTTP server using simple socket functionality

Function Resource: SmoothStep

A sigmoidal interpolation function

Function Resource: SzegedMatrix

Compute the Szeged matrix of an undirected graph or a molecule

Data Resource: The Silver Game of Life Lexicon

Famous Game of Life configurations collected by Stephen A. Silver

Data Resource: Primitive Polynomials

Primitive polynomials for Galois field generation up to GF(2^1200), GF(3^660), GF(5^430), and GF(7^358)

Function Resource: SalzerPiessensInversionWeights

Get a list of abscissas and weights for the numerical inverse Laplace transform

Function Resource: ResistanceMatrix

Get the resistance matrix of a graph

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: Sample Data: UCI Letter

Letter recognition dataset

Function Resource: SmootherStep

An improved sigmoidal interpolation function

Function Resource: EllipseFit

Fit an ellipse to a list of 2D points

Data Resource: Tweets by @WolframResearch

Data used in the Wolfram U interactive course “Multiparadigm Data Science”

Data Resource: Tweets by @WolframResearch (Datasets for Multiparadigm Data Science Course)

These datasets are used in the example demonstrated in the "Build a Project Workflow" section of the "Multiparadigm Data Science" interactive course on Wolfram U

Data Resource: Linear Codes

Linear codes provide an optimal way for transmitting blocks of data over noisy channels

Example Resource: Texture-Based Segmentation

Segment an image using the orientation of its local texture and highlight the two segments

Example Resource: Solve a Sudoku using Recursion

Function Resource: IntegrateAlgebraic

Compute the indefinite integral of an algebraic function in terms of elementary functions

Data Resource: Human Protein Protein Interaction Network

The human protein protein interaction network from The Human Protein Atlas

Example Resource: 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

Example Resource: Bit-Flip Noise Effect

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

Example Resource: Symbolic Evolution of a Quantum State

Evolve a quantum state in time, symbolically

Example Resource: Calculate Entanglement Monotones

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

Example Resource: Symbolic Computation for Quantum States

Compute measurements, transformations and more symbolically

Example Resource: Transform a Region Using Image Processing Filters

Convert a 3D region into a 3D image, deform and transform it back to the mesh region

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

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

Example Resource: Numeric Evolution of a Quantum State

Evolve a quantum state in time, numerically

Example Resource: Grover's Search Algorithm

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

Example Resource: Find a Checkmate in 18 Moves

Use a chess engine to find a long sequence of white chess moves leading to checkmate

Example Resource: Harrow–Hassidim–Lloyd (HHL) Algorithm

Numerically solve a system of linear equations using a quantum algorithm

Example Resource: Segment a 3D Volume via Region Growing

Apply segmentation to an electron microscopy image of hippocampus tissue

Example Resource: Bernstein–Vazirani Algorithm

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

Example Resource: A Quick Win by a Chess Prodigy

Analyze a famous game of Judit Polgar

Example Resource: Find the Most Similar Face

Use facial descriptors to create a simple face recognition system

Example Resource: Visualization of Quantum Measurement Probabilities

Visualize measurement results

Example Resource: Solving the NQueens Problem

Use the recursive backtracking algorithm to solve the NQueens problem on a chessboard

Example Resource: Quantum Circuit Noise Parameter Estimation

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

Example Resource: Quantum Natural Gradient Descent via Block Diagonalization

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

Example Resource: Quantum Natural Gradient Descent via Variational Quantum Eigensolver

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

Example Resource: The Stochastic Parameter–Shift Rule

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

Example Resource: Parameter Trajectories for Quantum Natural Gradient Descent

Compare quantum natural gradient descent and regular gradient descent

Example Resource: Interactively View Fluorescent Uptake of Cells

Segment and identify cells with more than a certain fluorescent uptake

Example Resource: Knight's Tour on a Chessboard

Simulate a knight's tour in a recursive manner

Example Resource: An Immortal Chess Move

Analyze chess positions from the immortal game between Wei Yi and Bruzon Batista

Example Resource: The Parameter-Shift Rule for Quantum Gates

Example Resource: Send Queries to Quantum Processing Units

Engage with multiple APIs and dispatch quantum tasks

Example Resource: Quantum Circuit Diagrams and Graphs

Visualize quantum circuits with custom labels and layout

Example Resource: Compute the Expectation Value of a Quantum Operator

Example Resource: Hermitian into Unitary Transformation

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

Example Resource: Workings of the Deutsch-Jozsa Algorithm

Example Resource: Trotterization Quantum Circuit

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

Example Resource: Quantum Multiplexer Circuit

Construct a multiplexer circuit, also called a uniformly controlled gate

Example Resource: Quantum Phase Estimation

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

Example Resource: Quantum Fourier Transform

Generate a QFT circuit for any number of qubits

Example Resource: Lindblad Master Equation

Solving the quantum Liouvillian master equation

Example Resource: Quantum State Visualization

Plot the Bloch vector or diagrammatic representation of a quantum state

Example Resource: Quantum Circuits with Amazon Braket

Interact with Amazon Braket through an AWS service connection

Example Resource: Basis Transformation of Quantum States

Example Resource: Convert Quantum Circuits To and From Qiskit

Example Resource: Compute the Product of a Matrix and Vector using a Quantum Circuit

Example Resource: Symbolic Computation for Quantum Circuits

Function Resource: DixonResultant

Compute the Dixon resultant with respect to a set of polynomials and variables

Function Resource: ApproximatePolynomialGCD

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

Data Resource: LifeWiki Dataset 2025

An updated and cleaned dataset sourced from the Game of Life wiki website

Data Resource: LifeWiki Entity Store 2025

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

Example Resource: Graph-state Quantum Circuit

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

Function Resource: ReadabilityScore

Calculate the readability of a text using a standard formula

Function Resource: SternBrocotTree

Generate a complete binary search tree of positive fractions

Example Resource: Machine Learning-Based Classification of β-Thalassemia Severity Levels

Classify β-Thalassemia severity levels based on hemoglobin variant patterns

Example Resource: Classify Pollen Images Using Neural Nets

Use image feature extraction and neural networks to classify pollen samples of different flowers

Function Resource: HalfGCD

Compute the half-GCD of a pair of integers

Example Resource: Analyze Random Walks from Video

Track randomly moving particles and classify their trajectories

Function Resource: StringsToVectors

Convert a set of text strings to numeric vectors