DeepDPM
"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022] (by BGU-CS-VIL)
dpmmpython
Python wrapper for the DPMMSubCluster Julia package for inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019) (by BGU-CS-VIL)
| DeepDPM | dpmmpython | |
|---|---|---|
| 5 | 2 | |
| 735 | 17 | |
| -0.1% | - | |
| 1.2 | 0.0 | |
| about 1 year ago | over 1 year ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
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.
DeepDPM
Posts with mentions or reviews of DeepDPM.
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
- [P] DeepDPM implementation in colab
-
University of Negev Researchers Develop DeepDPM: A Deep Clustering Algorithm With An Unknown Number Of Clusters
Continue Reading | Check out the paper and codes
-
[R] DeepDPM: Deep Clustering With an Unknown Number of Clusters
Code for https://arxiv.org/abs/2203.14309 found: https://github.com/BGU-CS-VIL/DeepDPM
dpmmpython
Posts with mentions or reviews of dpmmpython.
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
Python - https://github.com/BGU-CS-VIL/dpmmpython
What are some alternatives?
When comparing DeepDPM and dpmmpython you can also consider the following projects:
dpmmpythonStreaming - Python wrapper for the DPMMSubClusterStreaming.jl Julia package.
Point-Processes - This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.
cudf - cuDF - GPU DataFrame Library
pdc-dp-means - "Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]