Continuous Learning Python Packages

clsplusplus

Brain-inspired, model-agnostic persistent memory for LLMs. Learn, recall, forget — like a brain. Works with OpenAI, Claude, Gemini, Llama.

ethicore-engine-selfhost

Ethicore Engine™ is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

ethicore-engine-guardian

Ethicore Engine™ is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

streaming-deep-rl

Explorations into the proposed Streaming Deep Reinforcement Learning, from University of Alberta

komi-learn

A continuous, zero-friction learning layer for AI agents — learns about you and improves its own skills across every session, with an anonymized, provenance-verified global knowledge pool.

carl-studio

CARL (Coherence-Aware Reinforcement Learning) — information-theoretic reward signals for LLM training via token-level probability distributions

carl-core

Coherence math primitives for CARL (Coherence-Aware Reinforcement Learning)