WolframChemistry/MoleculeFingerprints

Compute and compare molecule fingerprints

  KlausSutner/Automata

Automata theory package

  JaneShenGunther/TCGADataTool

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

  AntonAntonov/ROCFunctions

Receiver Operating Characteristic (ROC) functions

  AntonAntonov/NLPTemplateEngine

Code generation by filling in templates using NLP techniques

  AntonAntonov/MonadMakers

Functions for making software monads

  AntonAntonov/MonadicSparseMatrixRecommender

A software monad for Sparse Matrix Recommender (SMR) workflows

  AntonAntonov/MonadicQuantileRegression

Software monad for Quantile Regression workflows

  AntonAntonov/JavaTriesWithFrequencies

WL interface to Tries with frequencies implemented in Java

  AntonAntonov/DSLTranslation

Translation of natural language commands to code

  AntonAntonov/ClassifierEnsembles

Creation of- and classification with ensembles of classifiers

  AntonAntonov/VariableImportanceByClassifiers

Variables importance determination using classifiers

  ExpectedClassifierMeasurements

Computes an expectation of classifier measurements over a probability distribution of utility functions

  ConfusionMatrixToClassifierMeasurementsObject

Convert a confusion matrix into a ClassifierMeasurementsObject from which statistics can be derived

  Confusion Matrix of a Classifier

Classify the land surface in a satellite image

  Classify the ESC-50 Audio Dataset

Use transfer learning to retrain an audio classifier

  ConfusionMatrixTrajectoryFunction

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

  ConfusionMatrixFlip

Alter a confusion matrix by stochastically flipping classification results

  Classify Spoken Digits

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

  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

  A Simple Audio Classifier for Three Musical Instruments

  Classify Cells Based on Their Shape

Use convexity defects to classify cells

  Train a Classifier on the UCILetter Dataset

  Train a Custom Image Classifier

Retrain an image classifier network to automatically distinguish dromedaries from camels

  AntonAntonov/MonadicContextualClassification

A monad for machine learning classification workflows

  DecisionBoundaryPlot

Plot the decision boundaries of a classifier

  Yahoo Open NSFW Model V1

Determine whether an image contains pornographic content

  Optic-Net Classifier for Retinal Diseases

Diagnose retinal diseases from optical tomography images

  Classify Pollen Images Using Neural Nets

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

  Train LeNet to Classify Images of FashionMNIST

Classify images of a dataset of labeled fashion images

  Distinguish Daytime from Nighttime Pictures

Train a simple classifier to distinguish daytime photos from nighttime ones

  YOLO V8 Classify Trained on ImageNet Competition Data

Identify the main object in an image

  ROCPoints3D

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

  TableToTrainingSet

Prepare rectangular data for use in the machine learning functions Classify, Predict and NetTrain

  AntonAntonov/MosaicPlot

Mosaic plots for datasets and lists of records

  Simple Face Recognition

Implement a simple face recognition algorithm by classifying facial descriptors

  PairMap

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

  Determine if a Text Is Prose or Poetry

Gather examples of Shakespearean poetry and prose to train a classifier

  Find Which Author Wrote a Text

Train a classifier on the writings of Shakespeare, Oscar Wilde and Victor Hugo

  Sample Data: Spam Email

Dataset of email statistics for the classification of spam email

  Machine Learning-Based Classification of β-Thalassemia Severity Levels

Classify β-Thalassemia severity levels based on hemoglobin variant patterns

  Blood Cell Identification

Segment and classify normal and burr cells

  CrossValidateModel

Check the quality of a data fitting model by splitting the data into test and validation sets multiple times

  FER-2013

The Facial Expression Recognition 2013 (FER-2013) Dataset

  QuadricSurfacePlot

Classify and plot any polynomial of degree two or less in three or fewer variables

  ConicSectionPlot

Classifies and plots any polynomial of degree two or less in two or fewer variables

  TrainTestSplit

Split data into training and testing sets

  CrossTabulate

Compute the contingency table for a two- or three- column dataset or array

  AntonAntonov/TriesWithFrequencies

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

  Sample Data: Titanic Survival

Classify whether a passenger on board the maiden voyage of the RMS Titanic in 1912 survived given their age, sex and class

  ResNet-101 Trained on YFCC100m Geotagged Data

Determine the geolocation of a photograph

  KeywordPlot

Plot the density of keywords in a piece of text

  CREPE Pitch Detection Net Trained on Monophonic Signal Data

Track the pitch of a monophonic signal

  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

  Sentiment in Stories

Determine the sentiment of sentences in text

  Measure the Performance of a Predictor

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

  Analyze Random Walks from Video

Track randomly moving particles and classify their trajectories

  Molecular Shape Analysis

Classify and visualize molecular shape using the principal moments of inertia

  Micro Aerial Vehicle Trail Navigation Nets Trained on IDSIA Swiss Alps and PASCAL VOC Data

Navigate a drone in a forest environment

  Detect, Recognize & Highlight Objects in an Image

  Fooling Neural Networks

Construct illusions for image classification networks