NEWS.md

In causalOT: Optimal Transport Weights for Causal Inference

causalOT

causalOT 1.0.2

Minor improvements and fixes

• rkeops was removed to CRAN. Constructed a work-around to prevent having to remove all optional code that uses rkeops by moving rkeops buil to an additional repository.

causalOT 1.0.1

Minor improvements and fixes

• Bug squashed under the hood arising from an update in an imported package

causalOT 1.0

Breaking changes

• Simplified the arguments to the main calc_weight() function
• Removed direct Python dependency
• Changed estimation function estimate_effect() arguments

New features

• Added a new object-oriented set of functions for advanced users. Described in the new vignette, "Object Oriented COT Objects."
• Added torch based data structures allowing GPU support
• Added support for rkeops methods to allow for GPU use without the large memory footprint (CRAN version only for Unix machines)
• Added quadratic programming based on the osqp package where relevant
• Added internal optimal transport optimization removing reliance on approxOT package
• Added vcov, confint, and coef methods for the output of estimate_effect()
• Added a barycentric projection outcome estimation method via the function barycentric_projection() and a corresponding predict method.
• Added a plot method for the causalWeights and causalEffects objects

Minor improvements and fixes

• Added a NEWS.md file to track changes to the package.

causalOT documentation built on May 29, 2024, 6:16 a.m.