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Setup

python3 -m venv .venv
.venv/bin/python -m pip install numpy pandas scikit-learn matplotlib seaborn tensorflow

Paths

  • For the semantic-free pipeline, update PAMAP2_ROOT, UCI_ROOT, STM_ROOT, and CACHE_DIR in Semantic_Free_Adversary/data_loader.py.
  • For the Game-1/, Game-2/, and Game-3/ trainers, update the path constants near the top of the specific training script you want to run.

Run

.venv/bin/python Semantic_Free_Adversary/data_loader.py
.venv/bin/python Semantic_Free_Adversary/logreg_modality_classifier.py
.venv/bin/python Semantic_Free_Adversary/logreg_activity_classification.py

Results

  • Semantic_Free_Adversary/Cache/
  • Semantic_Free_Adversary/Results/
  • any script-specific output path configured inside the Game-1/, Game-2/, or Game-3/ training file you run

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