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Add task-combination ablation analysis for manuscript revision#90

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BelloneLab:mainfrom
Caroline070590:revision/task-ablation
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Add task-combination ablation analysis for manuscript revision#90
Caroline070590 wants to merge 1 commit into
BelloneLab:mainfrom
Caroline070590:revision/task-ablation

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This pull request adds the full auxiliary-task combination ablation analysis used for the manuscript revision.

The analysis includes:

  • all 15 non-empty combinations of the four LISBET auxiliary tasks;
  • five matched random seeds per combination;
  • 75 trained model configurations in total;
  • the executed Slurm job definitions and experiment matrix;
  • the training-summary plotting script;
  • environment and provenance documentation.

The experiment used a window size of 200 frames, 75 training epochs, 1,600 training samples, batch size 32, and learning rate 1e-4.

Raw datasets, model weights, private cluster paths, and CalMS21 downstream decoding analyses are not included.

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