Package: dagml 0.3.41
Gregory Beurier
dagml: R Binding for DAG-ML Local Implementations
Provides R bindings for native DAG-ML phase execution, host hyperparameter search, cross-validation, refit, prediction and bundle replay through process adapters. R loss and metric functions are retained in process-local registries keyed by validated implementation descriptors; executable functions are never serialized into graph contracts.
Authors:
dagml_0.3.41.tar.gz
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dagml_0.3.41.tgz(r-4.6-x86_64)dagml_0.3.41.tgz(r-4.6-arm64)dagml_0.3.41.tgz(r-4.5-x86_64)dagml_0.3.41.tgz(r-4.5-arm64)
dagml_0.3.41.tar.gz(r-4.7-arm64)dagml_0.3.41.tar.gz(r-4.7-x86_64)dagml_0.3.41.tar.gz(r-4.6-arm64)dagml_0.3.41.tar.gz(r-4.6-x86_64)
dagml_0.3.41.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
dagml/json (API)
| # Install 'dagml' in R: |
| install.packages('dagml', repos = c('https://gbeurier.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gbeurier/dag-ml/issues
Last updated from:6f4044b450 (on v0.3.41). Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 115 | ||
| linux-devel-x86_64 | OK | 146 | ||
| source / vignettes | OK | 238 | ||
| linux-release-arm64 | OK | 107 | ||
| linux-release-x86_64 | OK | 103 | ||
| macos-release-arm64 | OK | 91 | ||
| macos-release-x86_64 | OK | 258 | ||
| macos-oldrel-arm64 | OK | 84 | ||
| macos-oldrel-x86_64 | OK | 254 | ||
| windows-devel-arm64 | OK | 182 | ||
| windows-devel-x86_64 | OK | 110 | ||
| windows-release-arm64 | OK | 170 | ||
| windows-release-x86_64 | OK | 57 | ||
| windows-oldrel-x86_64 | OK | 73 | ||
| wasm-release | OK | 78 |
Exports:dagml_cv_refit_predictdagml_execute_execution_plan_phasedagml_host_hpo_searchdagml_initial_full_refitdagml_initial_full_refit_predictdagml_local_implementation_registrydagml_replay_bundle
Dependencies:jsonlite
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Run CV, REFIT and PREDICT in one native DAG-ML session | dagml_cv_refit_predict |
| Execute One ExecutionPlan Phase Through Native DAG-ML | dagml_execute_execution_plan_phase |
| Run scheduler-owned host hyperparameter search | dagml_host_hpo_search |
| Capture a no-CV full REFIT package through DAG-ML | dagml_initial_full_refit |
| Replay PREDICT from a no-CV full REFIT package | dagml_initial_full_refit_predict |
| Create a Process-Local R Implementation Registry | dagml_local_implementation_registry |
| Replay a persisted CV bundle with host-owned model sidecars | dagml_replay_bundle |