✨ New Features
7b88203- Architecture: added ConvNeXt 3D architectures (commit by @muellerdo)2cfec6e- Architecture: integrated ConvNeXt 3D architectures into AUCMEDI environment (commit by @muellerdo)cb41966- added multi-modality support (commit by @muellerdo)5fd029c- sitk_loader: allow more dynamic resampling in terms of multi-modality (commit by @muellerdo)979a660- Architectures: removed 2D ResNeXt image architecture support (commit by @muellerdo)76866a9- Architecture: added 2D ResNeXt (50 & 101), again... (commit by @muellerdo)
🐛 Bug Fixes
a7e335c- Ensemble: fixed incorrect callback extension (commit by @muellerdo)78b3078- classes parameter (np.array) (commit by @Sassy-Nazogram)f6945b8- Evaluation: changed datatype from float to object for ROC multi-lists (commit by @muellerdo)6d0df6a- Evaluation: replaced np.object with object due to deprecated (commit by @muellerdo)8cb896f- Evaluation: specified groupby column to be consistent with pandas 2.X (commit by @muellerdo)
♻️ Refactors
4530bb9- AutoML: added Tensorflow Addons F1 to AutoML train again (commit by @muellerdo)e5940db- Tutorials: reverted to TF addons F1 metric in the tutorials (commit by @muellerdo)
✅ Tests
c2ce77b- Architecture: added unittesting for ConvNeXt 3D (commit by @muellerdo)7549dc8- unittesting for 3D multi-modality data loading (commit by @muellerdo)4414024- sitk_loader: improved unittesting for resampling of multi-modality nii/mha volumes (commit by @muellerdo)
👷 Build System
800713b- increased package version 3D-classification-models to 1.0.7 (commit by @muellerdo)4caf08d- Updated to version 0.8.2 (commit by @muellerdo)7750c96- Tensorflow: incrased package version to 2.11.1 (commit by @muellerdo)8837e06- Tensorflow-Addons: removed TF-addon and keras-applications support (commit by @muellerdo)2ce29b2- updated dependency list (commit by @muellerdo)8b7da52- Python: dropped Python3.8 for CI and added 3.9 & 3.10 (commit by @muellerdo)6cbe6e9- Python: removed Python 3.12 again from CI as there is no TF1.4 support there (commit by @muellerdo)2de4ba3- Tensorflow-Addons: added TFaddons back due to requirements for Keras ViT.. (commit by @muellerdo)fc11a51- Keras-Applications: added also back Keras Applications (and 2D ResNeXt) as classification-models-3D require it... (commit by @muellerdo)6990dd5- Python: converted python version to strings to be 3.10 instead of 3.1 (commit by @muellerdo)7152f87- plotnine: upgraded plotnine to version 0.12.0 (commit by @muellerdo)5db39c1- plotnine: fixed version to 0.12.4 (commit by @muellerdo)c48c4c9- scikit: updated scikit-learn & scikit-image (commit by @muellerdo)ba40783- Pillow: updated Pillow to 10.2.0 for security (commit by @muellerdo)da8c660- updated to version 0.9.0 (commit by @muellerdo)
📝 Documentation Changes
812bb88- Tutorials: fixed incorrect link - solves #200 (commit by @muellerdo)
🔧 Chores
444c11d- updated copyright to 2023 (commit by @muellerdo)729a275- merged dev branch to ConvNeXt3D PR (commit by @muellerdo)22d5415- updated copyright to 2024 (commit by @muellerdo)a155af8- updated copyright on website (commit by @muellerdo)
Contributors
muellerdo and Sassy-Nazogram