HyperCogWizard/torch9

AI Summary: The task involves enhancing the core P9ML system within the Torch9 deep learning framework. This includes improving the cognitive grammar engine's speed and functionality, enhancing membrane computing capabilities (e.g., genetic programming for adaptation rules), optimizing hypergraph topology using graph neural networks, adding advanced cognitive features (multi-level membranes, long-term memory), and developing a meta-learning framework for neural architecture search and preventing catastrophic forgetting. The work is guided by specific deliverables and success metrics outlined in the provided issue.