bionicbutterfly13 / elume Star 0 Code Issues Pull requests Open-source agentic memory engine for long-horizon adaptive learning. Integrates LinOSS oscillatory state-space models, attractor-based associative memory, and MemEvolve-style adaptive memory mechanisms into a single deterministic kernel. python hopfield-network memory-systems state-space-models neural-fields active-inference attractor-network ai-memory agentic-memory deterministic-replay linoss memevolve Updated May 11, 2026 Python