v0.5.0
Release v0.5.0
DL full event reconstruction
Major Features
- Enable energy and arrival direction regression
- Add residual blocks to construct ResNet architectures
- Modify singleCNN model to construct VGG models @LucaRomanato
- Enable attention mechanism
- Add drawio diagrams @nietootein
- Count examples by class and regression values @aribrill
Minor Improvements
- Add ability to overwrite the random seed from the command line
- Add new ctlearn mode to recursively train and predict
- Predict on several file lists at once
- cttearn as a command line tool
- Update from plotting scripts @aribrill
- Add notebook to visualize IACT regression metrics using ctaplot
- Upgrade TensorFlow version to 1.15.3
Bug Fixes and Other Changes
Remarks
- Stereo models haven't been benchmarked with this version.