AntonAntonov/VariableImportanceByClassifiers
Variables importance determination using classifiers
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82 items
QuantileRegression
Compute quantile regression fits over a time series, a list of numbers or a list of numeric pairs
MultivariateMeanDeviation
Find the scalar mean of the Euclidean distances between the multivariate data points and their mean
MultivariateMedianDeviation
Find the median Euclidean distance from the median of the elements of multivariate data
ExponentialRegressionDataQuiz
Generate an interactive quiz for matching data to an exponential regression curve
QuadraticRegressionDataQuiz
Generate an interactive quiz on matching data to a quadratic regression curve
Vanilla CNN for Facial Landmark Regression
Determine the locations of the eyes, nose and mouth from a facial image
Unguided Volumetric Regression Net for 3D Face Reconstruction
Reconstruct a 3D facial image from a 2D facial image
ConditionalProductDistribution
Represent a product of distributions where some distributions can depend on others
TaylorPolynomial
Compute the Taylor polynomial of a given order of a function of one or several variables
ResNet-101 for 3D Morphable Model Regression Trained on Casia WebFace Data
Represent a facial image as a vector
Galton Parent and Child Height Data
Height of father and mother, child gender and child height as adult for 205 families
ConditionedMultinormalDistribution
Calculate conditional and marginal distributions of the multivariate normal distribution
Distinguish Daytime from Nighttime Pictures
Train a simple classifier to distinguish daytime photos from nighttime ones
3D Facial Reconstruction from 2D Images
Use neural networks to estimate the shape of a face with unguided volumetric regression
GaltonBoardModel
Model ball trajectories in a 2D Galton board using Hertzian force laws between the ball and the pegs
CenterNet Pose Estimation Nets Trained on MS-COCO Data
Detect and localize human joints and objects in an image
Micro Aerial Vehicle Trail Navigation Nets Trained on IDSIA Swiss Alps and PASCAL VOC Data
Navigate a drone in a forest environment
3D Face Alignment Net Trained on 300W Large Pose Data
Determine the 2D projection of 3D keypoints from a facial image
Single-Image Depth Perception Net Trained on NYU Depth V2 and Depth in the Wild Data
Estimate the depth map of an image
2D Face Alignment Net Trained on 300W Large Pose Data
Determine the locations of keypoints from a facial image
Single-Image Depth Perception Net Trained on Depth in the Wild Data
Estimate the depth map of an image
AntonAntonov/SoftwareDesignMethodsWithWLBook
The book "Software Design Methods with Wolfram Language" as a paclet
Sample Data: Swiss Bank Notes
Six measurements made on 100 genuine Swiss bank notes and 100 counterfeit ones.
Sample Data: Water Boiling Points in the Alps
17 observations on the boiling point of water and barometric pressure in inches of mercury.
Sample Data: Birth Weight Risk
9 potential risk factors for low birth weight with birth weight outcomes.
Sample Data: Bovine Tuberculosis
Locations of cattle herds in Cornwall (UK) that tested positive for bovine tuberculosis
Sample Data: Cabbages
Data from 60 cabbages with measures of ascorbic acid content, weight, planting season and cultivar
Sample Data: Puromycin Reaction Velocity
Velocities of enzymatic reactions with or without Puromycin.
ApproximatePolynomialGCD
Compute an approximate GCD to a pair of polynomials with approximate coefficients
Sample Data: Employee Attitude Survey
Employee attitude data for 30 departments in a large financial organization