neuralSpring
Neural networks and structure prediction
Proves the Isomorphism Theorem — all neural architectures decompose into 6 primitives (GEMM, Attention, Normalization, Nonlinearity, Reduction, Gating). 83.6x faster than Python/NumPy.
113,515lines of Rust
1,425test functions
514files
3crates
Capabilities
| Category | Primitives |
|---|---|
| 6 Primitives | GEMM, Attention (7 variants), Normalization, Nonlinearity, Reduction, Gating — all WGSL |
| Structure Prediction | AlphaFold2/3 Evoformer, IPA, diffusion, pairformer, confidence — pure Rust f64 |
| Papers | 25 papers across 4 research groups and 5 disciplines, all decompose into 6 primitives |
| GPU | 47 CPU ops promoted to GPU, 384/384 bit-identical multi-GPU results, architecture-independent |
Composes Into
biomeOS PathwayLearner, Squirrel (MCP adapter, 14 tools), helixVision protein pipeline