# =============================================================================
#  Project   : modelmap
#  File      : src/modelmap/features/__init__.py
#  Purpose   : SAE training/inference and dictionary-learning methods
#  Author    : Simon-Pierre Boucher
#  Contact   : contact@spboucher.ai
#  Website   : https://modelmap.io
#  Created   : 2026-08-12
#  Modified  : 2026-08-12
#  Platform  : macOS / Apple Silicon (arm64)
#  License   : All rights reserved (research code)
# =============================================================================