Gallery

Please add links to animints (and their source code) on this page.

plots with explanations

Animint2 designer manual

Figures from animint JCGS paper

Animint tutorial pages, originally by Susan VanderPlas, with additions from other animint devs

Carson Sievert's strike zone expansion viz

Kevin Ferris's visualization of pirate attacks

Axes updates

Full path of changepoint models and cost functions, source

3 Oct 2019 Minimizing area under min(FP,FN), AUC and AUM improves after gradient descent, source

single selection

2 Feb 2022 Gradient descent for regression, source.

5 Nov 2021 AUM/AUC computation for simple real data set with non-monotonic changepoint detection error functions, source.

12 June 2020 Labeled Optimal Partitioning (LOPART) algorithm, source

Spring 2020 Links to interactive ROC curves for binary classification, with source code.

19 Aug 2019 Some generalized ROC curves with AUC>1, source

19 Aug 2019 Generalized ROC curve maximization / 2 ChIP-seq samples peak detection error curve alignment problem, source

ML algos predicting species presence, with Lasso coefficients, 10-fold CV,

• Sugar Maple source
• Table Mountain Pine source

Maximum likelihood Gaussian segmentation model selection source with BIC from source.

Max margin interval regression for supervised segmentation model selection from source.

Learned penalty function vs BIC from source.

Data viz with 206 selectors source of PeakSegJoint model on chunk1 of the PeakSegDP exampleData set.

Cost/slack minimization over all feature thresholds, for building max margin interval tree models source

PeakSegJoint heuristic segmentation algorithm demonstration source.

Consistency of PeakSegJoint and PeakSeg in simulated Poisson data source

Demonstrations of Pruned Dynamic Programming Algorithm: 4 data source, 234 data, source

Demo of constrained Pruned DPA source

multiple selection

Compare interval regression tree model predictions, source

WorldBank facets + select multiple countries, source.

WorldBank data viz for Animint paper, source.

breakpoints select multiple segmentation models source

Tornado select multiple states source

Montreal bike data:

software	designer	published	notes
Animint source	Toby Dylan Hocking	Jan 2016 source	map + accidents + counters
Animint	Toby Dylan Hocking	Oct 2014 source	select multiple counter locations
Tableau	Roberto Rocha	Nov 2011	select single location

complex big data examples

Climate change sensor stations source.

GP sample selection model prediction accuracy, source

Max-margin supervised penalty learning for peak detection in ChIP-seq data source

Peak detection test ROC curves source.

broken links

BROKEN: Labeled genomic windows with links to PNG images source.

BROKEN: Peaks in target interval if infeasible models are allowed source.

BROKEN: Carson Sievert's interactive animation of baseball data

BROKEN: L1-regularized logistic regression model of differences in ChIP-seq profiles from source -- 4 selectors

BROKEN: Comparison of test error of 3 ChIP-seq peak detection algorithms source

BROKEN: Differentially methylated regions, 4 selectors

gene expression time series analysis source