[R] DeepDPM: Deep Clustering With an Unknown Number of Clusters

• DeepDPM

  5 735 1.2 Python

  "DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

  

Code for https://arxiv.org/abs/2203.14309 found: https://github.com/BGU-CS-VIL/DeepDPM

• dpmmpythonStreaming

  3 14 0.0 Python

  Python wrapper for the DPMMSubClusterStreaming.jl Julia package.

  

We have yet to publish a streaming-data solution, but it is definitely a direction we are considering. That said, there is nothing refraining you from keep training the network. However, one should carefully design how you update the input (training) data. There is also this solution that seems interesting: https://github.com/BGU-CS-VIL/dpmmpythonStreaming

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Point-Processes

  2 37 0.0 Python

  This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.

https://github.com/VincentGranville/Point-Processes/commit/2c2ed7cc989711d0a40d96fb6f194c690fcded8f (left is original data)

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