Overview | What are Dormant Patterns? | Why Dormancy Matters | Getting Started | Basic Detection | Detection Methods | 1. Conditional Detection | 2. Threshold Detection | 3. Phase Detection | 4. Cascade Detection | Trigger Analysis | Depth Measurement | Risk Assessment | Awakening Simulation | Hibernation Analysis | Scouting for Potential | Visualization | Practical Applications | Financial Risk Analysis | Quality Control | Environmental Monitoring | Summary
Package: dormancy 0.1.0
dormancy: Detection and Analysis of Dormant Patterns in Data
A novel framework for detecting, quantifying, and analyzing dormant patterns in multivariate data. Dormant patterns are statistical relationships that exist in data but remain inactive until specific trigger conditions emerge. This concept, inspired by biological dormancy (seeds, pathogens) and geological phenomena (dormant faults), provides tools to identify latent risks, hidden correlations, and potential phase transitions in complex systems. The package introduces methods for quantifying dormancy depth, trigger sensitivity, and awakening risk - enabling analysts to discover patterns that conventional methods miss because they focus only on currently active relationships.
Authors:
dormancy_0.1.0.tar.gz
dormancy_0.1.0.zip(r-4.7-x86_64)dormancy_0.1.0.zip(r-4.7-arm64)dormancy_0.1.0.zip(r-4.6-x86_64)dormancy_0.1.0.zip(r-4.6-arm64)dormancy_0.1.0.zip(r-4.5-x86_64)
dormancy_0.1.0.tgz(r-4.6-x86_64)dormancy_0.1.0.tgz(r-4.6-arm64)dormancy_0.1.0.tgz(r-4.5-x86_64)dormancy_0.1.0.tgz(r-4.5-arm64)
dormancy_0.1.0.tar.gz(r-4.7-arm64)dormancy_0.1.0.tar.gz(r-4.7-x86_64)dormancy_0.1.0.tar.gz(r-4.6-arm64)dormancy_0.1.0.tar.gz(r-4.6-x86_64)
dormancy_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dormancy/json (API)
| # Install 'dormancy' in R: |
| install.packages('dormancy', repos = c('https://danymukesha.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/danymukesha/dormancy/issues
Pkgdown/docs site:https://danymukesha.github.io
Last updated from:f3ecc1e248. Checks:13 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 105 | ||
| linux-devel-x86_64 | NOTE | 114 | ||
| source / vignettes | OK | 193 | ||
| linux-release-arm64 | NOTE | 98 | ||
| linux-release-x86_64 | NOTE | 127 | ||
| macos-release-arm64 | NOTE | 98 | ||
| macos-release-x86_64 | NOTE | 302 | ||
| macos-oldrel-arm64 | NOTE | 184 | ||
| macos-oldrel-x86_64 | NOTE | 267 | ||
| windows-devel-arm64 | NOTE | 317 | ||
| windows-devel-x86_64 | NOTE | 107 | ||
| windows-release-arm64 | NOTE | 332 | ||
| windows-release-x86_64 | NOTE | 98 | ||
| windows-oldrel-x86_64 | NOTE | 101 | ||
| wasm-release | OK | 90 |
Exports:awakendormancy_depthdormancy_detectdormancy_riskdormancy_scoutdormancy_triggerhibernate
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulate Awakening of Dormant Patterns | awaken |
| Measure the Depth of Dormancy in Patterns | dormancy_depth |
| Detect Dormant Patterns in Multivariate Data | dormancy_detect |
| Assess Risk of Dormant Pattern Activation | dormancy_risk |
| Scout for Dormant Pattern Regions in Data | dormancy_scout |
| Identify Trigger Conditions for Dormant Patterns | dormancy_trigger |
| Identify Patterns That Have Become Dormant Over Time | hibernate |
| Plot Methods for Dormancy Objects | plot.dormancy plot.dormancy_map |