A computational foundation for AGI, based on hyperdimensional sparse data and framed in set theory.
The mind performs computations on sparse binary data using Sparse Distributed Representations (SDRs) for perceptual information and Sparse Holographic Representations (SHRs) for symbols. The centerpiece of this project is Topological Associative Memory — a newly discovered associative memory for sparse data, serving as the computational kernel that models the brain's core algorithm.
- Website: https://creatingintelligence.org
- Documentation: https://creatingintelligence.org/docs
- GitHub Repository: https://github.com/PeterOvermann/CreatingIntelligence
- Preprint: arXiv:2606.31819
pip install creating-intelligence| Extra | Installs | Purpose |
|---|---|---|
viz |
pydot |
Left-to-right layouts when drawing circuit diagrams |
all |
every extra above | Everything optional in one step |
pip install "creating-intelligence[viz]"
pip install "creating-intelligence[all]"