More from Math Visualization
Other simulators in this category — or see all 84.
PCA / SVD Geometry
Covariance ellipse and SVD view of dimensionality reduction: principal components, explained variance, and rank-1 reconstruction error.
Gradient Descent Optimizers
Compare SGD, momentum, and Adam on a curved loss landscape; tune learning rate, curvature, stability, and iteration count.
Gaussian Mixture EM Algorithm
Expectation-maximization for a two-component Gaussian mixture: responsibilities, E/M steps, likelihood, and covariance ellipses.
Support Vector Machine Margin
Hard/soft-margin SVM sketch with C penalty, hinge loss, support vectors, decision boundary, and margin bands.
Bayesian Updating / Conjugate Priors
Beta-binomial Bayesian updating with prior/posterior curves, posterior predictive probability, and credible intervals.
Markov Chain Mixing
Three-state Markov chain with transition matrix, stationary distribution, total variation distance, detailed-balance cue, and spectral-gap proxy.