{ "_id": "6a1f9cfcb401979e73430f68", "Package": "PESTO", "Type": "Package", "Title": "Parameter Estimation, Surrogates, and Tooling for Optimisation", "Version": "0.6.0.9000", "Authors@R": "c(\nperson(\"Max\", \"Moldovan\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"max.moldovan@adelaide.edu.au\",\ncomment = c(ORCID = \"0000-0001-9680-8474\"))\n)", "Description": "High-performance parameter estimation, uncertainty\nquantification, and inverse modelling toolkit built on\nmodernised PEST++ algorithms. Provides native R interfaces to\niterative ensemble smoothers (IES), Gauss-Levenberg-Marquardt\n(GLM) solvers, global sensitivity analysis, and multi-objective\noptimisation under uncertainty. Includes surrogate-accelerated\nIES via Gaussian Process and Random Fourier Features, adaptive\nSVD backends (randomised SVD, LAPACK, Eigen), and\nconvergence-aware adaptive ensemble sizing. Designed for\nlarge-scale environmental, hydrological, and agricultural\nmodels with support for highly-parameterised problems (>100,000\nparameters).", "License": "GPL (>= 3)", "URL": "https://github.com/max578/PESTO, https://max578.github.io/PESTO", "BugReports": "https://github.com/max578/PESTO/issues", "Encoding": "UTF-8", "Language": "en-AU", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "SystemRequirements": "C++17", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Repository": "https://max578.r-universe.dev", "Date/Publication": "2026-06-03 00:25:56 UTC", "RemoteUrl": "https://github.com/max578/PESTO", "RemoteRef": "main", "RemoteSha": "9275e524be986cb4d78c8d969d906052e956475d", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-03 03:08:59 UTC", "User": "root" }, "Author": "Max Moldovan [aut, cre, cph] (ORCID:\n)", "Maintainer": "Max Moldovan ", "MD5sum": "0b2376c93d92f645f7dde8586343fd46", "_user": "max578", "_type": "src", "_file": "PESTO_0.6.0.9000.tar.gz", "_fileid": "a7a33b1b9b8e8df2d7e7aece8cc22fc7fbd38af09b6359fce54da65aeb5be4dd", "_filesize": 1921617, "_sha256": "a7a33b1b9b8e8df2d7e7aece8cc22fc7fbd38af09b6359fce54da65aeb5be4dd", "_created": "2026-06-03T03:08:59.000Z", "_published": "2026-06-03T03:18:20.179Z", "_distro": "noble", "_jobs": [ { "job": 79215430074, "time": 222, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7375020629" }, { "job": 79215430068, "time": 222, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7375020222" }, { "job": 79215430085, "time": 240, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7375023907" }, { "job": 79215430104, "time": 223, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7375020298" }, { "job": 79215430051, "time": 181, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7375011364" }, { "job": 79215430033, "time": 442, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7375064547" }, { "job": 79215430041, "time": 192, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7375013517" }, { "job": 79215430096, "time": 431, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7375062408" }, { "job": 79214852170, "time": 346, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7374972975" }, { "job": 79215430016, "time": 173, "config": "wasm-release", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 79215430080, "time": 227, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7375020988" }, { "job": 79215430102, "time": 307, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7375038240" }, { "job": 79215430069, "time": 247, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7375024880" } ], "_buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/max578/PESTO", "_commit": { "id": "9275e524be986cb4d78c8d969d906052e956475d", "author": "Max Moldovan ", "committer": "Max Moldovan ", "message": "chore: bump to development version 0.6.0.9000\n\nOpen the post-0.6.0 development cycle and mark PESTO ready as the\nauthoritative ensemble-manifest emitter for orchestra-coordinated runs.\nNo API or behaviour change.\n", "time": 1780446356 }, "_maintainer": { "name": "Max Moldovan", "email": "max.moldovan@adelaide.edu.au", "orcid": "0000-0001-9680-8474" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppEigen", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.12", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "S7", "version": ">= 0.2.0", "role": "Imports" }, { "package": "yaml", "version": ">= 2.3.0", "role": "Imports" }, { "package": "digest", "version": ">= 0.6.0", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "viridis", "role": "Suggests" }, { "package": "microbenchmark", "role": "Suggests" }, { "package": "Matrix", "role": "Suggests" }, { "package": "apsimx", "version": ">= 2.7.0", "role": "Suggests" } ], "_owner": "max578", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2026-15", "n": 2 }, { "week": "2026-17", "n": 1 }, { "week": "2026-21", "n": 4 }, { "week": "2026-22", "n": 7 }, { "week": "2026-23", "n": 8 } ], "_tags": [ { "name": "v0.3.3", "date": "2026-05-18" }, { "name": "v0.4.0", "date": "2026-05-27" }, { "name": "v0.5.0", "date": "2026-06-02" }, { "name": "v0.6.0", "date": "2026-06-02" } ], "_stars": 0, "_contributors": [ { "user": "max578", "count": 22, "uuid": 35710829 } ], "_userbio": { "uuid": 35710829, "type": "user", "name": "Max Moldovan", "description": "Research scientist, R&D translation professional, woking on practical impact applications in agriculture, healthcare/madicine and good-practices-AI education." }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PESTO" }, "_devurl": "https://github.com/max578/pesto", "_searchresults": 11, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/PESTO.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_exports": [ "accelerate_svd", "adaptive_ensemble_size", "adaptive_svd", "apsim_callback", "as_forward_model", "as_manifest", "check_surrogate_regime", "compute_phi", "correlation_localisation", "create_pest_scenario", "ensemble_solution", "ensemble_solution_gpu", "ensemble_solution_localised", "ensemble_solution_mda", "ensemble_spread_ess", "gaspari_cohn", "mf_control_variate", "pesto_ensemble_manifest", "pesto_evaluate", "pesto_forward_model", "pesto_glm", "pesto_ies", "pesto_ies_callback", "pesto_ies_filter", "pesto_inflation", "pesto_localisation", "pesto_multifidelity_model", "pesto_reference_ies", "pesto_sensitivity", "pesto_surrogate_ies", "pesto_sweep", "pesto_version", "plot_ensemble", "plot_identifiability", "plot_phi", "plot_surrogate_diagnostics", "predict_gp_surrogate", "predict_rff_surrogate", "read_ensemble", "read_manifest", "read_pst", "rsvd", "surrogate_ensemble_update", "train_gp_surrogate", "train_rff_surrogate", "verify_manifest", "write_ensemble", "write_manifest", "write_pst" ], "_help": [ { "page": "accelerate_svd", "title": "Hardware-Accelerated SVD via LAPACK", "topics": [ "accelerate_svd" ] }, { "page": "adaptive_ensemble_size", "title": "Adaptive Ensemble Sizing", "topics": [ "adaptive_ensemble_size" ] }, { "page": "adaptive_svd", "title": "Adaptive SVD with Automatic Backend Selection", "topics": [ "adaptive_svd" ] }, { "page": "apsim_callback", "title": "apsimx Forward-Model Adapter for PESTO IES", "topics": [ "apsim_callback" ] }, { "page": "as_forward_model", "title": "Coerce an object into a 'pesto_forward_model'", "topics": [ "as_forward_model" ] }, { "page": "as_manifest", "title": "Convert a PESTO ensemble result into a 'pesto_ensemble_manifest'", "topics": [ "as_manifest" ] }, { "page": "check_surrogate_regime", "title": "Check whether a surrogate-IES regime is favourable", "topics": [ "check_surrogate_regime" ] }, { "page": "compute_phi", "title": "Compute Phi (Objective Function) for Ensemble", "topics": [ "compute_phi" ] }, { "page": "correlation_localisation", "title": "Correlation-Based Automatic Localisation Taper", "topics": [ "correlation_localisation" ] }, { "page": "create_pest_scenario", "title": "Create a PEST Scenario Programmatically", "topics": [ "create_pest_scenario" ] }, { "page": "ensemble_solution", "title": "Ensemble Solution Kernel (GLM form)", "topics": [ "ensemble_solution" ] }, { "page": "ensemble_solution_gpu", "title": "Ensemble Solution with Adaptive SVD Backend", "topics": [ "ensemble_solution_gpu" ] }, { "page": "ensemble_solution_localised", "title": "Localised Ensemble Solution Kernel (explicit-gain GLM form)", "topics": [ "ensemble_solution_localised" ] }, { "page": "ensemble_solution_mda", "title": "Ensemble Solution Kernel (MDA / Evensen form)", "topics": [ "ensemble_solution_mda" ] }, { "page": "ensemble_spread_ess", "title": "Spectral Spread Effective Sample Size of a Parameter Ensemble", "topics": [ "ensemble_spread_ess" ] }, { "page": "gaspari_cohn", "title": "Gaspari-Cohn Localisation Taper", "topics": [ "gaspari_cohn" ] }, { "page": "mf_control_variate", "title": "Affine control-variate bias correction across fidelities", "topics": [ "mf_control_variate" ] }, { "page": "pesto_ensemble_manifest", "title": "PESTO Ensemble Manifest (S7 class)", "topics": [ "pesto_ensemble_manifest" ] }, { "page": "pesto_evaluate", "title": "Evaluate a PESTO forward model", "topics": [ "pesto_evaluate" ] }, { "page": "pesto_forward_model", "title": "Forward-Model Contract (S7 class)", "topics": [ "pesto_forward_model" ] }, { "page": "pesto_glm", "title": "Run PEST++ GLM (Gauss-Levenberg-Marquardt)", "topics": [ "pesto_glm" ] }, { "page": "pesto_ies", "title": "Run PEST++ IES (Iterative Ensemble Smoother)", "topics": [ "pesto_ies" ] }, { "page": "pesto_ies_callback", "title": "Run IES with an In-Process R Callback Forward Model", "topics": [ "pesto_ies_callback" ] }, { "page": "pesto_ies_filter", "title": "Run a Sequential (Filter-Mode) Iterative Ensemble Smoother", "topics": [ "pesto_ies_filter" ] }, { "page": "pesto_inflation", "title": "Covariance Inflation Specification for IES", "topics": [ "pesto_inflation" ] }, { "page": "pesto_localisation", "title": "Covariance Localisation Specification for IES", "topics": [ "pesto_localisation" ] }, { "page": "pesto_multifidelity_model", "title": "Multi-Fidelity Forward Model (S7 class)", "topics": [ "pesto_multifidelity_model" ] }, { "page": "pesto_reference_ies", "title": "Pure-R Reference IES Update — Chen & Oliver (2013) eq. 12", "topics": [ "pesto_reference_ies" ] }, { "page": "pesto_sensitivity", "title": "Run PEST++ SEN (Global Sensitivity Analysis)", "topics": [ "pesto_sensitivity" ] }, { "page": "pesto_surrogate_ies", "title": "Surrogate-Accelerated IES Iteration", "topics": [ "pesto_surrogate_ies" ] }, { "page": "pesto_sweep", "title": "Run PEST++ SWP (Parametric Sweep)", "topics": [ "pesto_sweep" ] }, { "page": "pesto_version", "title": "Get PESTO package version information", "topics": [ "pesto_version" ] }, { "page": "plot_ensemble", "title": "Plot Ensemble Parameter Distributions", "topics": [ "plot_ensemble" ] }, { "page": "plot_identifiability", "title": "Plot Parameter Identifiability", "topics": [ "plot_identifiability" ] }, { "page": "plot_phi", "title": "Plot Objective Function (Phi) Convergence", "topics": [ "plot_phi" ] }, { "page": "plot_surrogate_diagnostics", "title": "Plot Surrogate Diagnostics", "topics": [ "plot_surrogate_diagnostics" ] }, { "page": "predict_gp_surrogate", "title": "Predict with GP Surrogate (with Uncertainty)", "topics": [ "predict_gp_surrogate" ] }, { "page": "predict_rff_surrogate", "title": "Predict with RFF Sparse GP Surrogate", "topics": [ "predict_rff_surrogate" ] }, { "page": "print.pesto_pst", "title": "Print method for pesto_pst objects", "topics": [ "print.pesto_pst" ] }, { "page": "read_ensemble", "title": "Read an Ensemble File", "topics": [ "read_ensemble" ] }, { "page": "read_manifest", "title": "Read a manifest from YAML + sidecar data files", "topics": [ "read_manifest" ] }, { "page": "read_pst", "title": "Read a PEST Control File (.pst)", "topics": [ "read_pst" ] }, { "page": "rsvd", "title": "Randomised SVD (Halko-Martinsson-Tropp Algorithm)", "topics": [ "rsvd" ] }, { "page": "surrogate_ensemble_update", "title": "Surrogate-Accelerated Ensemble Update", "topics": [ "surrogate_ensemble_update" ] }, { "page": "train_gp_surrogate", "title": "Train a Gaussian Process Surrogate", "topics": [ "train_gp_surrogate" ] }, { "page": "train_rff_surrogate", "title": "Train a Sparse GP Surrogate via Random Fourier Features", "topics": [ "train_rff_surrogate" ] }, { "page": "verify_manifest", "title": "Verify the integrity of a manifest", "topics": [ "verify_manifest" ] }, { "page": "write_ensemble", "title": "Write an Ensemble File", "topics": [ "write_ensemble" ] }, { "page": "write_manifest", "title": "Write a manifest to YAML + sidecar data files", "topics": [ "write_manifest" ] }, { "page": "write_pst", "title": "Write a PEST Control File (.pst)", "topics": [ "write_pst" ] } ], "_readme": "https://github.com/max578/PESTO/raw/main/README.md", "_rundeps": [ "cli", "cpp11", "data.table", "digest", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr", "yaml" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "inflation-localisation.Rmd", "filename": "inflation-localisation.html", "title": "Countering Ensemble Collapse: Inflation and Localisation", "engine": "knitr::rmarkdown", "headings": [ "The problem: finite-ensemble under-dispersion", "A linear-Gaussian problem with a known posterior", "The bare smoother collapses", "Inflation re-expands the spread", "Localisation suppresses spurious correlations", "References", "Session information" ], "created": "2026-06-02 22:35:10", "modified": "2026-06-02 22:35:10", "commits": 1 }, { "source": "ensemble-manifest.Rmd", "filename": "ensemble-manifest.html", "title": "Ensemble Manifests -- the Cross-Package Contract", "engine": "knitr::rmarkdown", "headings": [ "Why a manifest?", "Constructing a manifest from an IES run", "Writing, reading, and verifying", "Inspection CSVs (optional)", "Tamper-detection", "Cross-package contract", "Reproducibility" ], "created": "2026-05-18 09:39:09", "modified": "2026-05-28 00:05:04", "commits": 3 }, { "source": "getting-started.Rmd", "filename": "getting-started.html", "title": "Getting Started with PESTO", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Key Features", "Installation", "Quick Start: Creating a Model Scenario", "Core Computational Kernel", "Performance Benchmarking", "Computing Phi (Objective Function)", "Visualisation", "Adaptive SVD Backends", "GPU-Accelerated Ensemble Solution", "Surrogate-Accelerated IES", "Adaptive Ensemble Sizing", "Next Steps", "References" ], "created": "2026-04-09 06:17:00", "modified": "2026-05-27 08:26:14", "commits": 2 }, { "source": "apsim-callback.Rmd", "filename": "apsim-callback.html", "title": "In-Process IES via R Callback -- apsimx Adapter", "engine": "knitr::rmarkdown", "headings": [ "Why a callback driver?", "A synthetic recovery example", "The forward-model contract", "Parallel, fault-tolerant ensembles", "Driving APSIM through apsim_callback()", "Failure handling", "Concurrency", "Multi-fidelity calibration", "Sequential (filter-mode) assimilation", "When to prefer pesto_ies() instead", "Reproducibility" ], "created": "2026-05-18 09:39:09", "modified": "2026-06-02 07:52:09", "commits": 5 }, { "source": "pestpp-comparison-and-simulation.Rmd", "filename": "pestpp-comparison-and-simulation.html", "title": "PEST++ Comparison and Simulation Study", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Scenario A -- low-dimensional, well-posed", "Problem definition", "Build the .pst control file via create_pest_scenario() and write_pst()", "PESTO native IES", "Pure-R textbook reference (always shipped)", "Comparison table", "Convergence trajectories", "Posterior credible intervals side-by-side", "Honest reading", "Scenario B -- high-dimensional, ill-posed", "Tikhonov-regularised IES with PESTO", "SVD truncation rank sensitivity", "Identifiability via Jacobian SVD", "rSVD vs LAPACK -- sweep over target rank", "Scenario C -- comprehensive simulation study", "Design", "One-shot calls that exercise rarely-used exports", "Replicate driver", "Aggregate diagnostics", "Sensitivity-ranking stability", "pesto_ies, pesto_glm, pesto_sweep, pesto_sensitivity integration", "Plot helpers -- plot_phi, plot_ensemble", "Coverage cross-check", "Reproducibility", "References" ], "created": "2026-04-25 12:05:53", "modified": "2026-05-27 08:26:14", "commits": 2 }, { "source": "surrogate-ies.Rmd", "filename": "surrogate-ies.html", "title": "Surrogate-Accelerated Iterative Ensemble Smoother", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Regime of applicability", "The Test Problem", "Step 1: Generate Prior Ensemble", "Step 2: Train the GP Surrogate", "Step 3: Evaluate Surrogate Predictions", "Step 4: Surrogate-Assisted IES Update", "Comparison: Standard vs Surrogate", "Effect of Nonlinearity", "Random Fourier Features for Large Ensembles", "Scaling Comparison", "When Does the Surrogate Help?", "References" ], "created": "2026-04-09 06:17:00", "modified": "2026-05-27 08:26:14", "commits": 3 } ], "_score": 4.694605198933568, "_indexed": true, "_nocasepkg": "pesto", "_universes": [ "max578" ], "_previous": "0.5.0", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-03T03:12:40.000Z", "distro": "noble", "arch": "aarch64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "ad678f0e0996e54d551b0ccc3d773429ee6f3044bfceaa117942052b86d5a9b7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-03T03:12:28.000Z", "distro": "noble", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "c8b97353f35c243f12004cb0534ae5054f4121980bd63c132a292f3b402d4b0c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.6.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-03T03:12:55.000Z", "distro": "noble", "arch": "aarch64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "c016dcf06166b3b3df1bd8ef13b2a3146a350048882358cedc3b5544de64ffa5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.6.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-03T03:12:32.000Z", "distro": "noble", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "5200615927204f218452e317cce80f71d459bb4f1f7925c2684cef4166cffee1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-03T03:12:05.000Z", "arch": "aarch64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "7c4eb75353de89b4982c8de95af734e2e902b07e400648a11314142e7e8725b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-03T03:13:53.000Z", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "fbebcf09fca908da13d5f425a0b0a28b8e00f0ffc5ba55dcac503b6c125c91b9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.6.0", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-03T03:12:16.000Z", "arch": "aarch64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "7dba374c3d2df09417dc30fd29b4319a00dc37a97ba2631693162a6926905363", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.6.0", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-03T03:14:33.000Z", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "8d5bc26a356ca657b3211281e9f952aae53779b4f438879fde68959edd6dcd06", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.7.0", "os": "win", "version": "0.6.0.9000", "date": "2026-06-03T03:11:33.000Z", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "cc13a7d07725c0c0fb7fe6daee243d8d37b27fd2a572294dd19718d27d469b4b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.5.3", "os": "win", "version": "0.6.0.9000", "date": "2026-06-03T03:11:49.000Z", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "1675de7a800469c87d7ac778fc7b9de66ff924d2544d68441535b426d1a8fea5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" }, { "r": "4.6.0", "os": "win", "version": "0.6.0.9000", "date": "2026-06-03T03:11:41.000Z", "arch": "x86_64", "commit": "9275e524be986cb4d78c8d969d906052e956475d", "fileid": "ab3a51c309ca0e18c913f49f3740a70faa52c4b89c5d75214d7deed6aadba258", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/max578/actions/runs/26861161644" } ] }