emcee v3: A Python ensemble sampling toolkit for affine-invariant MCMC.
Daniel Foreman-MackeyWill FarrManodeep SinhaAnne M. ArchibaldDavid W. HoggJeremy SandersJoe ZuntzPeter H. WilliamsAndrew R. J. NelsonMiguel de Val-BorroTobias ErhardtIlya PashchenkoOriol Abril PlaPublished in: J. Open Source Softw. (2019)
Keyphrases
- affine invariant
- markov chain monte carlo
- monte carlo
- affine transformation
- sampling algorithm
- scripting language
- markov chain
- multiscale
- generative model
- scale invariant
- random sampling
- affine invariance
- object matching
- contour matching
- parameter estimation
- training set
- curve matching
- affine transform
- fourier descriptors
- posterior distribution
- convex hull
- three dimensional
- image processing
- tensor field
- training data
- least squares
- image registration
- feature detectors
- learning algorithm
- region descriptors