Live registry search

Results for “posterior-collapse”

Exact name and slug matches are checked against the live registry before ranked alternatives.

Clear search

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-4 of 4 ranked candidates matching "posterior-collapse"

Best blend of relevance, quality, freshness, and verified outcomes

Vae Lagging Encoder

NEEDS REVIEW · 43TRUST · 70SAFE · EXPERIMENTALDESIGN

PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)

$ npx skills add jxhe/vae-lagging-encoder

185 stars35 quality70 trustExperimental6y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

pythonimage-generation

by jxheDetailsQuick view

Collapse

PROMISING · 69TRUST · 75SAFE · REVIEWEDDATA

Advanced and Fast Data Transformation in R

$ npx skills add fastverse/collapse

699 stars51 quality75 trustReviewed with permission notes3mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

cdata-analysis

by fastverseDetailsQuick view

PMRF

NEEDS REVIEW · 49TRUST · 74SAFE · EXPERIMENTALCODING

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

$ npx skills add ohayonguy/PMRF

747 stars39 quality74 trustExperimental2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

pythoncomputer-vision

by ohayonguyDetailsQuick view

Vbmc

NEEDS REVIEW · 44TRUST · 70SAFE · EXPERIMENTALDATA

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

$ npx skills add acerbilab/vbmc

233 stars35 quality70 trustExperimental3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

matlabdata-analysis

by acerbilabDetailsQuick view

Live registry search

Results for “posterior-collapse”

Exact name and slug matches are checked against the live registry before ranked alternatives.

Clear search

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-4 of 4 ranked candidates matching "posterior-collapse"

Best blend of relevance, quality, freshness, and verified outcomes

Vae Lagging Encoder

NEEDS REVIEW · 43TRUST · 70SAFE · EXPERIMENTALDESIGN

PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)

$ npx skills add jxhe/vae-lagging-encoder

185 stars35 quality70 trustExperimental6y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

pythonimage-generation

by jxheDetailsQuick view

Collapse

PROMISING · 69TRUST · 75SAFE · REVIEWEDDATA

Advanced and Fast Data Transformation in R

$ npx skills add fastverse/collapse

699 stars51 quality75 trustReviewed with permission notes3mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

cdata-analysis

by fastverseDetailsQuick view

PMRF

NEEDS REVIEW · 49TRUST · 74SAFE · EXPERIMENTALCODING

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

$ npx skills add ohayonguy/PMRF

747 stars39 quality74 trustExperimental2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

pythoncomputer-vision

by ohayonguyDetailsQuick view

Vbmc

NEEDS REVIEW · 44TRUST · 70SAFE · EXPERIMENTALDATA

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

$ npx skills add acerbilab/vbmc

233 stars35 quality70 trustExperimental3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

matlabdata-analysis

by acerbilabDetailsQuick view

AI Agent Skills Directory

Results for “posterior-collapse”

Choose by scenario, quality, and trust signals.

Vae Lagging Encoder

Collapse

PMRF

Vbmc

AI Agent Skills Directory

Results for “posterior-collapse”

Choose by scenario, quality, and trust signals.

Vae Lagging Encoder

Collapse

PMRF

Vbmc

AI Agent Skills Directory

Results for “posterior-collapse”

Choose by scenario, quality, and trust signals.

Vae Lagging Encoder

Collapse

PMRF

Vbmc