Open source

The code behind the papers.

Every claim below has an implementation you can clone and a measurement you can re-run. If a result is not reproducible from this code, it does not belong here.

nCPU - Neural ARM64 CPU

Open Source

Complete neural CPU executing ARM64 on GPU

A complete neural CPU where every ALU operation is a trained neural network achieving 100% accuracy on 32-bit integer arithmetic. Includes a full neural operating system (neurOS), GPU-native Metal compute kernel with 130+ ARM64 instructions, a 25-command multi-process UNIX shell, and structural timing side-channel immunity.

Apple M-series (MPS)NVIDIA CUDA GPUsCPU fallback

Experiments & Results

Exact Neural Arithmetic

24 trained models (13 ALU + 11 neurOS) with exhaustive verification of all sub-component inputs

→ 100% accuracy on all 32-bit integer operations

Performance Inversion

Neural multiplication (O(1) LUT) is faster than neural addition (O(log n) CLA)

→ mul ~21us vs add ~248us (12x inversion)

GPU-Native UNIX OS

25-command shell with fork/pipe/wait/dup2, compiled C on Metal GPU

→ 13+ demos: crypto, games, VMs, HTTP server

Side-Channel Immunity

AES-128 on GPU with zero timing variance (σ=0.0 across all runs)

→ 6/6 FIPS tests pass, T-table attacks impossible

nQPU - Neural Quantum Processing Unit

Open Source

465K lines of Rust - 14 quantum domains - native Metal GPU acceleration

A full quantum computing platform with a Rust core and native Metal GPU acceleration. 14 specialized domains covering error correction (37 modules), tensor networks, quantum ML, drug discovery, quantum trading, and more. One of only ~3 quantum tools in the world with Apple GPU support - and the only one with a complete research toolkit built on top.

Apple Silicon (Metal)NVIDIA (CUDA)AMD (ROCm)CPU fallback

Experiments & Results

Native Metal GPU - 100x Speedup

Raw Metal compute shaders with UMA zero-copy dispatch, thermal-aware scheduling, and auto-backend selection

→ 20-qubit random circuit: 12ms (vs 1.2s CPU)

14 Quantum Domains

Error correction, tensor networks, noise models, algorithms, quantum ML, chemistry, backends, circuits, networking, physics, applications, measurement

→ 395 source files, 465K lines of Rust

Drug Discovery Pipeline

Molecular fingerprints (ECFP4/6, MACCS), ADMET prediction, Lipinski filtering, QED scoring

→ Molecule to lead compound in one SDK

Quantum Trading Toolkit

Volatility surfaces, regime detection, quantum walk momentum, entropy-modulated Kelly criterion

→ Full signal → risk → backtest pipeline

Contribute

Found a bug? Have an improvement? We welcome contributions from the community. All projects are released under permissive licenses to encourage collaboration.

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