Parallel Dirichlet Process Slice Sampler

Matlab wrapper for Dirichlet Process Slice Sampler

https://github.com/halidziya/DPSlice

Version 1.1.0.0 (11.7 KB)
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16 Feb 2017

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Dirichlet Process is a promising prior for learning non-parametric mixture models. It determines the number of parameters used in the model according to data. In this implementation slice sampler is used to have parallelization. The code is implemented in C++ with avoiding unnecessary memory allocations. Wrapper functions in Matlab and Python allow processing input/output easier.
Check details of the slice sampler : http://www.jmlr.org/proceedings/papers/v37/gea15.pdf

Cite As

Halid Ziya Yerebakan (2026). Parallel Dirichlet Process Slice Sampler (https://github.com/halidziya/DPSlice), GitHub. Retrieved .

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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1.1.0.0

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1.0.0.0

Parallel

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