Package: dmlrs
Type: Package
Title: Fast Double / Debiased Machine Learning Implemented in Rust
Version: 0.1.0
Authors@R: person("Asad", "Gudzevic", email = "asadgudzevic94@gmail.com", role = c("aut", "cre"))
Description: Double / debiased machine learning (Chernozhukov et al.,
        2018, <doi:10.1111/ectj.12097>) for causal inference: partially
        linear, interactive, instrumental variable and
        difference-in-differences models with cross-fitted nuisance
        functions, multiplier bootstrap and sensitivity analysis for
        omitted confounding. Estimation, including the nuisance
        learners (lasso, logistic regression, random forests, gradient
        boosting), runs in Rust through the 'dml-core' crate, in
        parallel. Results match the Python package 'dml-rs', which is
        validated against 'DoubleML'.
License: MIT + file LICENSE
URL: https://asadgudzevic94.github.io/dml-rs/,
        https://github.com/AsadGudzevic94/dml-rs
BugReports: https://github.com/AsadGudzevic94/dml-rs/issues
Encoding: UTF-8
Depends: R (>= 4.2)
Imports: stats
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
SystemRequirements: Cargo (Rust's package manager), rustc >= 1.80
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.1.1
Config/pak/sysreqs: libclang-dev
Repository: https://asadgudzevic94.r-universe.dev
Date/Publication: 2026-11-01 05:02:56 UTC
RemoteUrl: https://github.com/AsadGudzevic94/dml-rs
RemoteRef: HEAD
RemoteSha: f96392695708d7bfe63d4666825598409ff8573f
RemoteSubdir: r/dmlrs
NeedsCompilation: yes
Packaged: 2026-11-01 10:23:36 UTC; root
Author: Asad Gudzevic [aut, cre]
Maintainer: Asad Gudzevic <asadgudzevic94@gmail.com>