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.