Releases · alan-turing-institute/autoemulate

New features

History matching (#294)
Dimensionality reduction (#390)
Active learning (experimental) (#358)
End-to-end workflow example with a user-provided simulator (#423)
Initial PyTorch refactor (experimental)

What's Changed

Release/v0.2.1 by @mastoffel in #289
Docs fixes by @mastoffel in #290
Community by @mastoffel in #296
AutoEmulate website by @mastoffel in #303
PyTorch model extractor by @mastoffel in #298
Website by @mastoffel in #309
added history matching and test by @marjanfamili in #297
Use SALib ResultDict.to_df() function to provide results in pandas dataframe format by @willu47 in #305
Show plots by @mastoffel in #310
Sensitivity analysis var name by @marjanfamili in #300
Minor docs update by @radka-j in #333
Refactor documentation site to include new logo and link to new website by @edwardchalstrey1 in #338
Cardiac tutorial by @aranas in #233
Update config (#360) by @sgreenbury in #365
322 base class design by @EdwinB12 in #360
Preprocessing pipeline by @ContiPaolo in #363
Add Tuner by @radka-j in #380
Extend InputTypeMixin by @radka-j in #382
Add typing by @sgreenbury in #383
Revise tuner and base class by @sgreenbury in #387
Cross validate with torchmetrics by @sgreenbury in #392
Add cross_validate function by @radka-j in #388
Make docs only run on pushes and PR to main by @EdwinB12 in #395
Update pyright config by @sgreenbury in #389
Tutorial and getting started updates by @edwardchalstrey1 in #396
Update ruff config by @sgreenbury in #391
301 add modular active learning by @cisprague in #358
Add Gaussian Process for refactor by @sgreenbury in #384
Several easy docs fixes by @edwardchalstrey1 in #401
abstract base simulator by @marjanfamili in #409
Preprocessing by @marjanfamili in #390
Add refactored LGBM model to experimental emulators by @edwardchalstrey1 in #399
Adding Conditonal Neural Network by @EdwinB12 in #398
Add compare for experimental by @sgreenbury in #397
Fix error raised in sensitivity analysis docs by @sgreenbury in #431
Added stream-based active learning schematic. by @cisprague in #433
Refactor active learning by @sgreenbury in #411
History matching refine model by @marjanfamili in #423
Add workflow tutorial to docs by @radka-j in #440
Update version to 0.3.0 by @sgreenbury in #439