Add NEURAX - Analytical compiler for neural network architectures

[rustnew]

NEURAX - Analytical Compiler for Neural Architectures

Repository: https://github.com/rustnew/NEURAX

Features

• 10-pass analytical IR pipeline (Rust)
• MLIR backend with 13 custom dialects (LLVM 18)
• 11 architecture families: Transformer, MoE, CNN, SSM, Diffusion, GNN, GAN, RL, SNN, RNN, Experimental
• Predicts FLOPs, VRAM, training cost, energy, carbon emissions
• <50ms analysis, no GPU required
• React 18 visual canvas + CLI + TUI
• 680+ configurable blocks, 88 reference templates

Why Rust?

• Core engine (neurax-core, neurax-ir, neurax-parser) written in Rust
• Safety + performance critical for analytical compilation
• MLIR bindings via Rust
• 99%+ accuracy on predictions

Architecture

• neurax-core - Pipeline orchestrator
• neurax-ir - 10-dialect analytical IR
• neurax-formulas - Analytical formulas
• neurax-hardware-db - GPU/CPU specs
• neurax-mlir - MLIR backend (13 dialects)
• neurax-cli - CLI tool

Links

• Docs: https://rustnew.github.io/NEURAX/
• GitHub: https://github.com/rustnew/NEURAX

MIT licensed. Contributions welcome!