From 3a3fe39824e451e12a6af103badc8b86bf86d0a8 Mon Sep 17 00:00:00 2001 From: Gernot Maier Date: Wed, 1 Jul 2026 21:05:57 +0200 Subject: [PATCH 1/2] v3.2.0-rc --- CHANGELOG.md | 14 ++++++++++++++ CITATION.cff | 4 ++-- docs/changes/70.maintenance.md | 1 - docs/changes/71.maintenance.md | 1 - docs/changes/72.feature.md | 1 - docs/changes/73.feature.md | 1 - docs/changes/74.feature.md | 1 - 7 files changed, 16 insertions(+), 7 deletions(-) delete mode 100644 docs/changes/70.maintenance.md delete mode 100644 docs/changes/71.maintenance.md delete mode 100644 docs/changes/72.feature.md delete mode 100644 docs/changes/73.feature.md delete mode 100644 docs/changes/74.feature.md diff --git a/CHANGELOG.md b/CHANGELOG.md index c73f297..0271cab 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,20 @@ This changelog is generated using [Towncrier](https://towncrier.readthedocs.io/) +## [v3.2.0](https://github.com/Eventdisplay/Eventdisplay-ML/releases/tag/v3.2.0) - 2026-07-01 + +### New Features + +- Add gamma/hadron classification training options to balance signal/background zenith-bin distributions and to omit `ze_bin` as a stress-test feature. Add zenith-uniformity summary metrics and multi-training comparison plots for gamma/hadron performance diagnostics. ([#72](https://github.com/Eventdisplay/Eventdisplay-ML/pull/72)) +- Introduce `--model_prefix_high_multiplicity` parameter for stereo analyse to use different models for 2-tel and >2-tel multiplicity events. ([#73](https://github.com/Eventdisplay/Eventdisplay-ML/pull/73)) +- Change training weights for stereo reconstruction, to avoid extreme weights leading to early training abortion. ([#74](https://github.com/Eventdisplay/Eventdisplay-ML/pull/74)) + +### Maintenance + +- Reduce peak memory usage during chunked data loading and regression training. ([#70](https://github.com/Eventdisplay/Eventdisplay-ML/pull/70)) +- Address numpy deprecation warnings. ([#71](https://github.com/Eventdisplay/Eventdisplay-ML/pull/71)) + + ## [v3.1.0](https://github.com/Eventdisplay/Eventdisplay-ML/releases/tag/v3.1.0) - 2026-06-10 ### Bugfixes diff --git a/CITATION.cff b/CITATION.cff index 010928e..c7d8942 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -4,8 +4,8 @@ cff-version: 1.2.0 message: If you use this software, please cite it using these metadata. title: "Eventdisplay-ML: a machine learning toolkit for Eventdisplay" doi: 10.5281/zenodo.18117884 -version: 3.1.0 -date-released: 2026-06-10 +version: 3.2.0 +date-released: 2026-07-01 keywords: - "gamma-ray astronomy" - "astronomy software" diff --git a/docs/changes/70.maintenance.md b/docs/changes/70.maintenance.md deleted file mode 100644 index dc54b72..0000000 --- a/docs/changes/70.maintenance.md +++ /dev/null @@ -1 +0,0 @@ -Reduce peak memory usage during chunked data loading and regression training. diff --git a/docs/changes/71.maintenance.md b/docs/changes/71.maintenance.md deleted file mode 100644 index 1981a14..0000000 --- a/docs/changes/71.maintenance.md +++ /dev/null @@ -1 +0,0 @@ -Address numpy deprecation warnings. diff --git a/docs/changes/72.feature.md b/docs/changes/72.feature.md deleted file mode 100644 index c5c256c..0000000 --- a/docs/changes/72.feature.md +++ /dev/null @@ -1 +0,0 @@ -Add gamma/hadron classification training options to balance signal/background zenith-bin distributions and to omit `ze_bin` as a stress-test feature. Add zenith-uniformity summary metrics and multi-training comparison plots for gamma/hadron performance diagnostics. diff --git a/docs/changes/73.feature.md b/docs/changes/73.feature.md deleted file mode 100644 index f1ba23c..0000000 --- a/docs/changes/73.feature.md +++ /dev/null @@ -1 +0,0 @@ -Introduce `--model_prefix_high_multiplicity` parameter for stereo analyse to use different models for 2-tel and >2-tel multiplicity events. diff --git a/docs/changes/74.feature.md b/docs/changes/74.feature.md deleted file mode 100644 index 41a4fbf..0000000 --- a/docs/changes/74.feature.md +++ /dev/null @@ -1 +0,0 @@ -Change training weights for stereo reconstruction, to avoid extreme weights leading to early training abortion. From 5a1b18d261cdfae326bd94c3e6a0f72eddf715a8 Mon Sep 17 00:00:00 2001 From: Gernot Maier Date: Wed, 1 Jul 2026 21:09:21 +0200 Subject: [PATCH 2/2] Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 0271cab..7dbc5af 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -12,7 +12,7 @@ This changelog is generated using [Towncrier](https://towncrier.readthedocs.io/) ### New Features - Add gamma/hadron classification training options to balance signal/background zenith-bin distributions and to omit `ze_bin` as a stress-test feature. Add zenith-uniformity summary metrics and multi-training comparison plots for gamma/hadron performance diagnostics. ([#72](https://github.com/Eventdisplay/Eventdisplay-ML/pull/72)) -- Introduce `--model_prefix_high_multiplicity` parameter for stereo analyse to use different models for 2-tel and >2-tel multiplicity events. ([#73](https://github.com/Eventdisplay/Eventdisplay-ML/pull/73)) +- Introduce `--model_prefix_high_multiplicity` parameter for stereo analysis to use different models for 2-tel and >2-tel multiplicity events. ([#73](https://github.com/Eventdisplay/Eventdisplay-ML/pull/73)) - Change training weights for stereo reconstruction, to avoid extreme weights leading to early training abortion. ([#74](https://github.com/Eventdisplay/Eventdisplay-ML/pull/74)) ### Maintenance