TuneLab is a fully autonomous ML engineer agent that builds production-ready models from raw CSV data. Upload → Train → Deploy. Features FastAPI backend, beautiful web UI, strategy memory, auto hyperparameter tuning, and one-click Render deployment. 100% open-source & CPU-first.

python open-source machine-learning cloud render automl mlops fastapi optuna agentic cpu-friendly

• Updated Feb 12, 2026
• Python

CPU-friendly temporal adaptation layer for software agents and streaming systems.

python machine-learning time-series signal-processing reservoir-computing online-learning streaming-data concept-drift software-agents adaptive-systems edge-ai temporal-modeling agent-systems echo-state-network cpu-friendly behavior-adaptation presence-engine

• Updated Jun 9, 2026
• Python