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Release v0.5.0

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@github-actions github-actions released this 23 Dec 06:12
· 150 commits to master since this release

Added

  • 9171071 - introduce models subpackage
  • eab4cf2 - add all new features. integrator, intreplants, losses, samplers
  • 546b241 - add new samplers. flow, gd, nestrov gd.
  • 59ecde9 - add interpolants for flow matching. linear, cosine, and variance preserving
  • 973b5d1 - introduce new integrators with standard API. heun, euler-maruyama, leapfrog, integrator utils
  • 0825618 - init base_integrator and base_interpolant
  • 9df60af - hmc simplicfied and use integrators API.
  • 7417bb4 - integrators package resolves #88 #89

Changed

  • e9ae0ce - remove obsolete files and make base_sampler more flexible
  • 046e166 - move euler and leapfrog integrators to dedicated files under integrators directly
  • f7cd8b6 - centralize mixed-precision and other minor changes
  • 7d4f1a3 - use standard notations. model instead of energy_function acrros the library

Fixed

  • 8132dbe - remove doctest split option from doc gen.py and remove example located in tests
  • f74ff74 - attempt 1 fix the test errors
  • 9fcaa64 - update visualization.py
  • aaecb85 - fix ci/cd issues and update forms

Other

  • 257053b - Update tests/losses/test_equilibrium_matching.py
  • ebf79ec - pass tests for samplers
  • da560fc - pass tests for losses
  • e248839 - add assets for docs
  • ce25b2f - all tests for interpolants are passing.
  • 275189a - add tests for integrators
  • f3ce91f - update mkdocs and remove blog sort by title
  • 06a49d6 - update docstrings for integrators, interpolants, samplers, and losses.
  • 4ec2907 - update the nav bar and minor modifications
  • 4f001c8 - update hmc and langevin wrt to new integrators
  • e66ec63 - run doc build on pr
  • e7221d4 - fix yaml syntax
  • 41684b6 - fix version issue
  • 2f3dd1b - install minify
  • 7a02632 - test python from 3.8 to 3.13
  • 1002382 - add assets used in the docs2
  • 1883b19 - add assets used in the docs
  • ddcf596 - update website completely
  • b0531d1 - update guides
  • cc8f615 - remove all docstring verbosity. move to blog posts
  • ea6febe - untrack generated files and update .gitignore
  • d8a81f5 - update documentation wrt this refactored code