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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.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.