mixturs 0.1.0

Unofficial implementation of Dirichlet Process Mixture Model Split/Merge algorithm

Coverage
63.41%
130 out of 205 items documented21 out of 116 items with examples
Size
Source code size: 661.09 kB This is the summed size of all the files inside the crates.io package for this release.
Documentation size: 14.94 MB This is the summed size of all files generated by rustdoc for all configured targets
Links
Homepage
egordm/mixturs
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crates.io
Dependencies
Versions
- 0.1.0 (2022-09-17)
Owners

To use as a library, add the following to your Cargo.toml. Executable builds can be found at https://github.com/EgorDm/mixturs/releases.

[dependencies]
mixturs = "0.1"

Features

WIP

Examples

WIP

Reference

[1] J. Chang and J. W. Fisher III, “Parallel Sampling of DP Mixture Models using Sub-Cluster Splits,” in Advances in Neural Information Processing Systems, 2013.

[2] O. Dinari, A. Yu, O. Freifeld, and J. Fisher, “Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia,” in 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID).