IEEE ICMLCN 2025 - Trained models

Please find here the weights of the models trained on single-bounce ($K=1$) and double-bounce ($K=2$) path candidates.

2024-11-20

A bug was found in the preprint version and fixed in #167. An updated paper version has been submitted, and trained model weights were updated.

2025-01-08

A convenient class method Model.load was added to facilitate loading pre-trained weights.

v0.0.30 - Fix sdist

Full Changelog: v0.0.29...v0.0.30

v0.0.29 - abi3.9 wheels

What's Changed

• ci(dependabot): bump codecov/codecov-action from 4 to 5 by @dependabot in #181
• chore(deps): update pre-commit hooks by @github-actions in #187
• fix(deps): fix build issue by @jeertmans in #186

Full Changelog: v0.0.28...v0.0.29

v0.0.28 - Apply PyO3 fix on `differ-core` release files

As recommended in PyO3's changelog, we release new binaries.

What's Changed

• chore(deps): update pre-commit hooks by @github-actions in #183
• chore(ci): actually run pre-commit when autoupdate by @jeertmans in #184
• ci(dependabot): bump astral-sh/setup-uv from 3 to 4 by @dependabot in #182
• chore(deps): bump pyo3 from 0.23.2 to 0.23.3 by @dependabot in #185

Full Changelog: v0.0.27...v0.0.28

v0.0.27 - Python 3.13, coverage, and drawing rays

What's Changed

• chore(ci): fix coverage issues by @jeertmans in #177
• feat(lib): optimizing lib by @jeertmans in #171
• feat(lib): improve draw_rays's Plotly and Vispy impl. by @jeertmans in #178
• chore(deps): bump PyO3 and test on Python 3.13 by @jeertmans in #179

Full Changelog: v0.0.26...v0.0.27

v0.0.26 - Ray Launching (SBR) and fixes

What's Changed

• chore(deps): update pre-commit hooks by @github-actions in #166
• chore(docs): remove modules docstring by @jeertmans in #168
• chore(deps): update pre-commit hooks by @github-actions in #169
• chore(deps): bump beartype by @jeertmans in #170
• chore(tests): add test to benchmark compilation time by @jeertmans in #172
• chore(lib): reduce import time by @jeertmans in #173
• fix(icmlcn2025): error in evaluate function by @jeertmans in #167
• chore(deps): update pre-commit hooks by @github-actions in #174
• chore(docs): suppress warnings in RTD by @jeertmans in #175
• chore(docs): suppress warnings differently by @jeertmans in #176
• feat(lib): add Ray Launching features by @jeertmans in #165

Full Changelog: v0.0.25...v0.0.26

v0.0.25 - Contributing guide and issue templates

What's Changed

• chore(deps): update pre-commit hooks by @github-actions in #161
• ci(dependabot): bump pre-commit-ci/lite-action from 1.0.3 to 1.1.0 by @dependabot in #160
• chore(ci): add issue and PR templates by @jeertmans in #162
• chore(docs): add link to preprint and ref by @jeertmans in #163
• chore(docs): add contributing guide by @jeertmans in #164

Full Changelog: v0.0.24...v0.0.25

v0.0.24 - Refactor lib into two-level package

What's Changed

• chore(ci): run LT on striped nb by @jeertmans in #152
• chore(ci): cleanup notebooks and codespell by @jeertmans in #153
• chore(docs): improvement overall structure by @jeertmans in #154
• chore(ci): exclude new rules for LT by @jeertmans in #155
• chore(deps): update pre-commit hooks by @github-actions in #156
• chore(deps): bump NumPy-rust and allow Win 32 builds again by @jeertmans in #157
• chore(ci): allow to skip nb-setup by @jeertmans in #158
• chore(ml): learning how to sample path candidates by @jeertmans in #133

Full Changelog: v0.0.23...v0.0.24

v0.0.23 - Box constructor

What's Changed

• feat(lib): add box mesh constructor by @jeertmans in #151

Full Changelog: v0.0.22...v0.0.23

v0.0.22 - NumPy 2 and better docs

What's Changed

• feat(lib): convenient set_assume_quads method by @jeertmans in #135
• chore(ci): add bechmark for quads by @jeertmans in #136
• chore(docs): update name by @jeertmans in #137
• feat(lib): add keepdims arg to normalize by @jeertmans in #138
• chore(docs): reduce line length in notebooks by @jeertmans in #139
• feat(lib): preserve objects when samping and num_objects by @jeertmans in #140
• chore(ci/docs): nitpicky check by @jeertmans in #142
• chore(deps): update pre-commit hooks by @github-actions in #143
• chore(ci): exclude multipath notebook from LT check by @jeertmans in #144
• fix(docs): hacky ref to jaxtyping and equinox modules by @jeertmans in #145
• chore(lib): make plotting utilities accept JAX arrays by @jeertmans in #146
• feat(lib): extend support for parallelism by @jeertmans in #148
• chore(docs): update tutorial to match paper content by @jeertmans in #147
• feat(lib): add option to provide TX and RX visibility by @jeertmans in #149
• chore(deps): update pre-commit hooks by @github-actions in #150
• chore(deps): bump to allow NumPy >= 2 by @jeertmans in #141

Full Changelog: v0.0.21...v0.0.22