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v0.5.0

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@TjarkMiener TjarkMiener released this 03 Mar 13:48
· 591 commits to master since this release

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.