v2.1.0

What's Changed

• Automatic retries when sampling RFFs, as well as updated example notebooks by @michaelosthege in #31

Full Changelog: v2.0.3...v2.1.0

v2.0.3

What's Changed

• Refactored to use pyproject.toml, uv, testing under Python 3.10-3.12, dropped Python 3.8 and 3.9, and updated one notebook for PyMC >=5 by @michaelosthege in #30

Full Changelog: v2.0.2...v2.0.3

v2.0.2

What's Changed

• Update python setup and codecov actions by @michaelosthege in #26
• Update citation instructions by @michaelosthege in #27
• Fix seeding issues with correlated Thompson sampling by @michaelosthege in #29

Full Changelog: v2.0.1...v2.0.2

v2.0.1

• removed the typing package from the requirements (it is in the standard library, see #25)

v2.0.0

Changes & new features for discrete Thompson sampling:

• signature of sample_batch changed:
  • samples must be passed as (C, S) or (C, ?) instead of (S, C). This is to permit unequal sample sizes.
  • a new kwarg correlated:bool must be specified to choose between jointly or independently sampling from the candidate posterior samples
• brute-force probability calculation get_probabilities is replaced with sampling_probabilities that calculates the Thompson sampling probability for each candidate exactly.

v1.0.1

• fixes a problem where requirements were not automatically installed when pyrff was installed via setup.py

v1.0.0

• first public release
• will adhere to semantic versioning for all future releases