NEWS
pharmax.ml 0.3.0
- Trimmed the public package to defensible R-native exploratory helpers.
- Kept covariate screening, conformal intervals, bootstrap uncertainty, data
quality summaries, explainability, ensembles, synthetic covariate benchmarks,
calibration summaries, and bounded evidence reports.
- Removed deferred product and advanced modeling surfaces from the public
package.
pharmax.ml 0.2.0
- Added
px_simulate_covariates() for reproducible synthetic benchmark datasets.
- Added
px_benchmark_covariate() for repeated known-signal and stress-test
scenarios.
- Added
px_calibrate_conformal() for empirical coverage and interval-width
summaries.
- Added
px_ml_report() for structured exploratory decision-support evidence.
- Added covariate-screening context metadata for seed, method, parameters,
covariates, package version, and creation time.
- Added benchmark tests and an evidence-focused vignette.
pharmax.ml 0.1.0
- Added R-native covariate screening with
px_covariate().
- Added conformal prediction intervals with
px_conformal().
- Added data-quality summaries and median imputation with
px_data_quality().
- Added permutation explainability with
px_explain().
- Added ensemble prediction helper with
px_ensemble().
- Added a synthetic known-signal demo.