DPMMSubClusters_GPU
DPMM Sub Clusters C++ on GPU Cross Platforms (Windows & Linux) (by BGU-CS-VIL)
VersatileHDPMixtureModels.jl
Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes" (by BGU-CS-VIL)
| DPMMSubClusters_GPU | VersatileHDPMixtureModels.jl | |
|---|---|---|
| 1 | 2 | |
| 8 | 8 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 2 years ago | |
| C++ | Julia | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DPMMSubClusters_GPU
Posts with mentions or reviews of DPMMSubClusters_GPU.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-07.
-
[R] Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data
CUDA Version (for inference on GPU's) - https://github.com/BGU-CS-VIL/DPMMSubClusters_GPU
VersatileHDPMixtureModels.jl
Posts with mentions or reviews of VersatileHDPMixtureModels.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-14.
-
[P] Looking for state of the art clustering algorithms
Distributed MCMC inference in Dirichlet process mixture models using Julia.Scalable and
- [R] Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data
What are some alternatives?
When comparing DPMMSubClusters_GPU and VersatileHDPMixtureModels.jl you can also consider the following projects:
dpmmpythonStreaming - Python wrapper for the DPMMSubClusterStreaming.jl Julia package.
DPMMSubClustersStreaming.jl - Code for our AISTATS '22 paper "Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data"