Arxis Package

adaptive-memory

Learned memory management for ML inference: predictive prefetching, adaptive compression, and intelligent caching.

adaptive-memory replaces fixed cache policies with a neural system that learns access patterns and optimises cache placement and compression per item.

  • LSTM-based access pattern prediction
  • Importance-aware compression selection
  • Automatic promotion across L1/L2/L3 cache tiers
  • Prefetching before access demand

pip install adaptive-memory