mixturs
| Crates.io | mixturs |
| lib.rs | mixturs |
| version | 0.1.0 |
| source | src |
| created_at | 2022-09-17 22:30:08.980774 |
| updated_at | 2022-09-17 22:30:08.980774 |
| description | Unofficial implementation of Dirichlet Process Mixture Model Split/Merge algorithm |
| homepage | https://github.com/EgorDm/mixturs |
| repository | https://github.com/EgorDm/mixturs |
| max_upload_size | |
| id | 668401 |
| size | 661,641 |
Egor Dmitriev (EgorDm)
documentation
https://docs.rs/mixturs/
README
mixturs
Unofficial implementation of Dirichlet Process Mixture Model Split/Merge algorithm.
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).