thrml

thrml is an open-source library developed by Extropic AI, hosted on GitHub, focused on thermodynamic computing and probabilistic machine learning primitives. It provides researchers and developers with tools to explore and implement thermodynamic approaches to AI and machine learning. The project is in early/active development and is publicly available for contribution and experimentation.

• Open-source codebase — Clone or fork the repository directly from GitHub to get started with thermodynamic ML primitives.
• Thermodynamic computing focus — Implements concepts from thermodynamic computing, enabling novel probabilistic inference and sampling approaches.
• Research-oriented — Designed for researchers and engineers exploring next-generation hardware-software co-design for AI.
• GitHub-hosted — All source code, issues, and contributions are managed through the GitHub repository at extropic-ai/thrml.
• Python-based — Built for the Python ecosystem, making it accessible to the broader ML research community.