v0.1.1

Added:

Major addition of new qoi method MarginalCDFExtrapolation. The following helpers are alse added.

• utils/numerical_precision: quantify the precision possible with different datatypes
• distributions/mixture: The contains mixture distributions required for marginalisation
• distributions/icdf: optimisation methods for finding icdfs where not availab.
• Associated test for these pieces of functionality.

Changed

• tests/qoi/test_gp_brute_force_system.py : Improved type-checking
• pyproject.toml:
  • cleaned up and reorganized dependencies
  • removed orphaned dependency pytest-django
• .pre-commit-config.yaml : updated with latest changes in python_project_template
• README.md : updated with latest changes from python_project_template
• GitHub workflows _test.yml and _test_future.yml : rewrote how pytest gets called in a cleaner way
• eval/object_logging: unpack_object: minor update to support type attributes.
• eval/qoi_helpers.py: minor updates to prevent divide by 0 warnings
• tutorials/end_to_end_v2.py -> tutorials/basic_example.py. Updated to use MarginalCDFExtrapolation.
• data/importance_dataset.py: Updated typing and used torch's StackedDataset.

Fixed

• Minor updates to docs.