v0.3.0

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

New Contributors

• @marjanfamili made their first contribution in #297
• @willu47 made their first contribution in #305
• @radka-j made their first contribution in #333
• @edwardchalstrey1 made their first contribution in #338
• @sgreenbury made their first contribution in #365
• @EdwinB12 made their first contribution in #360
• @ContiPaolo made their first contribution in #363
• @cisprague made their first contribution in #358

Full Changelog: v0.2.1...v0.3.0