Ctlearn

Major Features

Minor Improvements

Bug Fixes and Other Changes

* Improve installation instructions

Known Issues

* _apply_class_weights_ only supported for `CTLearn <= v0.5.1` and `dl1dh <= v0.10.2`. Please balance your dataset by hand beforehand. For `CTLearn v0.6.0` _apply_class_weights_ will be supported again and automatized.

What's Changed
* Update help description of callbacks by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/233


**Full Changelog**: https://github.com/ctlearn-project/ctlearn/compare/v0.10.1...v0.10.2

What's Changed
* Version script reupload by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/222
* Update release.yml to manually trigger CD workflow by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/223
* Update environment.yml with setuptools package by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/224
* Update pyproject.toml with setup tools by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/225
* CTLearn Docker container by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/231
* Add EarlyStopping option for training by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/217
* Polishing docs for v0.10.X by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/228


**Full Changelog**: https://github.com/ctlearn-project/ctlearn/compare/v0.10.0...v0.10.1

What's Changed
* Update build configuration, use setuptools_scm by maxnoe in https://github.com/ctlearn-project/ctlearn/pull/199
* Transform back the predicted quantities into proper the space for real data by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/200
* Hot fix dependencies by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/203
* Allow extrapolation for the pointing by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/204
* Added Exceptions to Handle Non-Existent Directories by Olmichu22 in https://github.com/ctlearn-project/ctlearn/pull/206
* Update run_model.py by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/209
* Adopts ctapipe components and tools & defines API for CTLearn models by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/213
* Fix LST1 tool based on lstchain data by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/214
* Bug fixes for prediction tools by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/215
* Updating metadata for 0.10.0 by nietootein in https://github.com/ctlearn-project/ctlearn/pull/220

New Contributors
* maxnoe made their first contribution in https://github.com/ctlearn-project/ctlearn/pull/199
* Olmichu22 made their first contribution in https://github.com/ctlearn-project/ctlearn/pull/206

**Full Changelog**: https://github.com/ctlearn-project/ctlearn/compare/v0.9.0...v0.10.0

What's Changed
* fix numpy bug by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/190
* CI&CD fixes by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/192
* Properly perform direction task for any arbitrary tel pointing by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/194
* Cluster env file by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/191
* Support only ctapipe data format v6.0.0 by TjarkMiener in https://github.com/ctlearn-project/ctlearn/pull/193
* Issue hotfix by rcervinoucm in https://github.com/ctlearn-project/ctlearn/pull/198


**Full Changelog**: https://github.com/ctlearn-project/ctlearn/compare/v0.8.0...v0.9.0

Waveform processing
AI-Trigger application
LST-1 observation processing

Major Features
* AI-based trigger system 180

Minor Improvements
* Added the SST1M camera to the default config files
* Renamed the default CTLearn's model: mergedTRN to stackedTRN
* Added default models for calibrated waveforms and AITrigger
* Improving docs and README
* Upgrade to dl1dh v0.11.1, ctapipe v0.20.0 , pyirf to v0.11, TensorFlow v2.15 & python 3.10

Bug Fixes and Other Changes

Known Issues
* Particle classification is not working with Multitask Learning models yet.