Skip to main content

A simple framework based on PyMC for multichain MCMC algorithms.

Contains working implementations of:
  • DREAM/DREAM_ZS sampler : multichain_mcmc.dream.DreamSampler

  • Adaptive Metropolis Adjusted Langevin Algorithm (AMALA) sampler : multichain_mcmc.amala.AmalaSampler

See the sampler classes for details. AMALA sampler requires PyMC branch with gradient information support to function.

http://github.com/pymc-devs/pymc/tree/gradientBranch

Metadata

Release files for multichain_mcmc 0.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for multichain_mcmc 0.3
File Size Uploaded Provenance Actions
multichain_mcmc-0.3.tar.gz 3.9 MB Without provenance Details for multichain_mcmc-0.3.tar.gz

Release files / multichain_mcmc-0.3.tar.gz

Download URL multichain_mcmc-0.3.tar.gz
Size 3.9 MB
Tags Source
SHA-256 checksum
How to use checksums
2ceeb8130e75664b21d6b2eaf6bd3f3846b85e823310c823bb03c0718a8d9455
BLAKE2b-256 checksum
How to use checksums
cf34f996cf0751308cb4b0a27b5ad0016079b5e1c78a6964146220a2ef864f42
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No

Security for multichain_mcmc 0.3

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page