kazewong/flowMC: flowMC-0.4.0

This is a major release of flowMC. The main changes includes the addition of a new intermediate API centers around the resource-strategy design, where users can customize the sampling algorithm to employ more complex algorithm. There are some breaking changes in the top level API but it should be relatively straightforward to migrate from the older flowMC version to this version.

What's Changed

• 170 lower precision training by @kazewong in https://github.com/kazewong/flowMC/pull/171
• minor fix of the example using a non-jax likelihood by @marylou-gabrie in https://github.com/kazewong/flowMC/pull/176
• New script to generate useful plots by @Qazalbash in https://github.com/kazewong/flowMC/pull/179
• Update Sampler and NFModel classes by @kazewong in https://github.com/kazewong/flowMC/pull/182
• Update optax requirement and remove testing print statement by @thomasckng in https://github.com/kazewong/flowMC/pull/180
• 188 updating project infrastructures by @kazewong in https://github.com/kazewong/flowMC/pull/189
• 190 updating documentation to align with the latest version of flowmc by @kazewong in https://github.com/kazewong/flowMC/pull/196
• 193 improve coverage of flowmc by @kazewong in https://github.com/kazewong/flowMC/pull/197
• 198 generalize buffer by @kazewong in https://github.com/kazewong/flowMC/pull/199

New Contributors

• @Qazalbash made their first contribution in https://github.com/kazewong/flowMC/pull/179
• @thomasckng made their first contribution in https://github.com/kazewong/flowMC/pull/180

Full Changelog: https://github.com/kazewong/flowMC/compare/flowMC-0.3.4...flowMC-0.4.0