Data

Tools

Indexes

Applications

Experiments

Open Source Science

Updated 5 months ago

https://github.com/axsk/hokusai.jl • Rank 1.1 • Science 26%

A julia package for clustering spatial timeseries, like for example eye-tracking data, based on PCCA+.

Updated 6 months ago

ISOKANN • Science 67%

Julia implementation of the ISOKANN algorithm for the computation of invariant subspaces of Koopman operators

Updated 6 months ago

PCCAPlus • Science 31%

Julia implementation of PCCA+

Updated 5 months ago

https://github.com/axsk/empiricalbayesold.jl • Science 13%

Deprecated (Entropy) approach to Empirical Bayes. Cf ObjectiveEmpiricalBayes.jl

Updated 6 months ago

cmdtools • Science 54%

Python implementation of severals tools (PCCA, AJC, SQRA, P/Q estimation) for the analysis of dynamical systems from the transfer operator perspective.

Updated 5 months ago

https://github.com/axsk/augmented-jump-chain • Science 13%

Continuation of AJC work (2020-21) with trips to hitting time optimization, spa, sqra, isokann, committor neural network, sparse boxes, voronoi linear program, meta sgd, adaptive euler maruyama

Updated 5 months ago

https://github.com/axsk/objectiveempiricalbayes.jl • Science 23%

Estimation of objective priors from cohort data

Updated 6 months ago

VoronoiGraph • Science 54%

Voronoi diagrams in N dimensions using an improved raycasting method.