v2.0.1

What's Changed

• Update README.md by @roussel-ryan in #132
• Enable loading NN ensembles saved in JIT by @RemiLehe in #134
• Fix non-PSD failing test by @pluflou in #135

Note: these changes might be incompatible with multitask GP implementations that used botorch versions <0.15.

Full Changelog: v2.0.0...v2.0.1

v2.0.0

Breaking Changes

• torch and botorch are now part of the base requirements
• register_to_mlflow no longer takes an input example as an argument
  • Adjust logging to support non-torch custom models by @pluflou in #127

New Features

• TorchModel input and output transformers now accept a Callable type
  • allow transformers to be callables by @kathryn-baker in #128

Bug Fixes

• Fix JIT saving for NN ensemble class by @pluflou in #129

Full Changelog: v1.9.3...v2.0.0

v1.9.3

What's Changed

• Fix MLflow logging when another run is active by @pluflou in #125

Full Changelog: v1.9.2...v1.9.3

v1.9.2

What's Changed

• Fix MLflow type hint/signature warnings by @pluflou in #121
• Migrate from outdated branch-based docs deployment to GHA by @pluflou in #122
• Adjust optional dependencies by @pluflou in #124

Full Changelog: v1.9.1...v1.9.2

v1.9.1

What's Changed

• Adjust inputs order for prob models/gps, add mlflow to main requs by @pluflou in #119

Full Changelog: v1.9.0...v1.9.1

v1.9.0

What's Changed

• Mlflow integration by @pluflou in #117
• Add GPModel class by @pluflou in #108
• MLflow integration for registering models by @pluflou in #118

Full Changelog: v1.8.1...v1.9.0

v1.8.1

What's Changed

• fix bug in print statement by @pluflou in #114
• Fix validation by @pluflou in #115

Full Changelog: v1.8.0...v1.8.1

v1.8.0

What's Changed

• Support torch.nn.Linear transformers by @t-bz in #101
• Add input and output validation by @pluflou in #104
• Add validation by @t-bz in #102
• Add global random seed for deterministic tests by @allrob23 in #95
• Update python versions by @pluflou in #105
  • Make minimum Python version be 3.10
• Improve variable validation by @pluflou in #106
• adding save_jit option to save scripted jit module by @RevathiJambunathan in #103
• Fix bug in default validation by @pluflou in #110
• add jit filename to yaml and load jit if available by @pluflou in #111
• Merging updates from main by @pluflou in #113
• Add tests and docs by @pluflou in #107
  • Add linting using ruff/pre-commit hooks
  • Update docs to reflect changes above
  • Adjust codebase to support latest Botorch

Note that the variable classes have changes, and now only ScalarVariable is used. Other subclasses: InputVariable, ScalarInputVariable etc were deprecated. Changes to attribute names for ScalarVariable class have also been updated, notably: variable_type is now variable_class (specified as a lume_model.variables class), default is now default_value (required for TorchModel inputs), and all input default values need to be within the value_range provided for all TorchModel inputs.

Examples of the new API can be found in the README and the example notebooks.

New Contributors

• @allrob23 made their first contribution in #95
• @RevathiJambunathan made their first contribution in #103

Full Changelog: v1.7.1...v1.8.0

v1.7.1

What's Changed

• Fix CI tests by @RemiLehe in #94
• Temporarily remove CI tests involving keras by @RemiLehe in #97
• Fix versioneer.py for Python 3.12 by @RemiLehe in #93
• Package update by @pluflou in #99

New Contributors

• @RemiLehe made their first contribution in #94
• @pluflou made their first contribution in #99

Full Changelog: v1.7.0...v1.7.1

LUME-Model v1.7.0

What's Changed

• Discontinue support for Python 3.7 & 3.8 and pin pydantic version by @t-bz in #84
• Register transformers and add option to pass a model to PyTorchModel constructor by @t-bz in #85
• Make LUMEBaseModel pydantic and change in-/output variables to lists by @t-bz in #86
• Clean up and restructure model subpackages by @t-bz in #87
• Pydantic v2 by @roussel-ryan in #88
• Allow relative paths in YAML files and update docs by @t-bz in #89

New Contributors

• @roussel-ryan made their first contribution in #88

Full Changelog: v1.6.0...v1.7.0