Releases: unfoldtoolbox/Unfold.jl
Releases · unfoldtoolbox/Unfold.jl
v0.6.1
v0.6.0
Unfold v0.6.0
Breaking
- Introducing PackageExtensions #119:
- In order to use
MixedModels
you have to manually loadusing MixedModels
- In order to use
spl(ABC,5)
splines, you have to manually loadusing BSplineKit
- In order to use
solver_robust
you have to manually loadusing RobustModels
This features reduced the package loading time from 15-25s to just 2s on my computer 🚀.
- In order to use
New Features
- massive ⚡ speed-ups⚡ using the following "tricks":
- New extension: GPU support (via
using Krylov
andsolver_krylov(...;gpu=true)
, currently only CUDA support, but this is not a fundamental limitation, merely an implementation wise, 75s => 3s speedup! together with @jschepers - Multithreading (which is the new default), speedup 2-10x
- Up to 80% smaller designmatrices (and thus faster fits), by removing unnecessary zeros via
dropzeros
- speedup untested
- New extension: GPU support (via
- ProgressBar in all solvers (can be deactivated)
Bugfixes
- fix bug with LMM random effects wrongly reordered #115,#33
- 2D data reshaping not working correctly #110, #83
- replaced some unnecessary dependencies (e.g. DSP)
Closed issues:
- Random effects are reordered (#33)
- Regularization, Feature Importance for back-to-back regression (#74)
- Massunivariate LMM with two dimensions results in "coef" error (#83)
- bug: LMM mass univariate with 2-dim data (#110)
- LMMs: coeftable re-order bug (#115)
- Weak Dependencies (#119)
Merged pull requests:
v0.5.1
Unfold v0.5.1
Closed issues:
Bugfix release.
- fix issues in documentation (update to new major UnfoldMakie version, upgrades some examples to use UnfoldSim)
- fix issue with missings in Effects.jl (occuring in out-of-domain prediction with splines)
v0.5.0
Unfold v0.5.0
Closed issues:
Merged pull requests:
- Update splinepredictors.jl (#109) (@behinger)
- Add io functions (#114) (@jschepers)
v0.4.2
Unfold v0.4.2
Release notes:
Bugfixes
- removed old debug statements during spline-predictors
- added zenodo citation entry
- fixed effects-documentation
v0.4.1
v0.4.0
v0.3.13
Unfold v0.3.13
Closed issues:
- renaming things / refactoring / modifying output (#41)
- Safe Predict for timeexpanded splines (#49)
- Wrong dispatch with Any=>(f,times) and 2D-Data (#51)
- Predict does not automatically get times (#53)
- Doc: takes 3h (??) (#86)
- Documentation: Explanation/ HowTo on Effects both lead to 404 page (#91)
- WARNING: could not import Effects._reference_grid into Unfold (#93)
Merged pull requests:
v0.3.12
v0.3.11
Unfold v0.3.11
fixes bug #76, now more than two basisfunctions are actually correctly possible (previously only two "events" were saved, now it is correctly appended)
Closed issues:
Merged pull requests: