Top Repositories
High-accuracy SIMD sin/cos/sincos library in C with AVX2, AVX-512, and NEON support. Full-range reduction. Fast at scale. Portable by design.
This project implements a text encoding and decoding system using a matrix-based encoding technique.
NeuroCore is a native macOS application that visualizes the internal structure of binary files using a Hilbert Curve mapping and Shannon Entropy calculation, accelerated by Metal Compute Shaders.
A Python program designed to send SMS messages to numbers through websites.
XML-Lib is an over-engineered XML playground with a canonical lifecycle, a guardrail subsystem, Hilbert-backed proofs, and PPTX workflow docs. Use it to trace document phases, reason about enforcement math, and reference detailed presentation pipelines—all in one repository.
This project simulates the motion of electrons and protons using Coulomb's Law. The simulation is visually represented on-screen using OpenGL.
Repositories
46large language model
This project implements a text encoding and decoding system using a matrix-based encoding technique.
Empirical companion for "Grammar-Constrained (CFL) Reachability": JSONSchemaBench analysis, JSON Schema→CFG conversion, linear vs general classification, manuscript tables (A–E), and plotting scripts.
This repository contains the reference implementation for the paper "Bare-Metal Tensor Virtualization: Overcoming the Memory Wall in Edge-AI Inference".
A Python program designed to send SMS messages to numbers through websites.
No description provided.
NeuroCore is a native macOS application that visualizes the internal structure of binary files using a Hilbert Curve mapping and Shannon Entropy calculation, accelerated by Metal Compute Shaders.
No readme, no description. Use if you understand.
No description provided.
A bare-metal C11 inference runtime for Apple Silicon. Bypasses the "Abstraction Tax" by leveraging reverse-engineered AMX instructions and manual register tiling to achieve 34+ tok/s on 1.1B models (7.8x speedup over Python/Accelerate).
The Hyperion Runtime is a specialized execution environment designed for high-throughput semantic processing.
Perturbed Saddle-escape Descent (PSD): a first-order optimizer that escapes strict saddle points in nonconvex problems.
No description provided.
Persona-aware semantic modelling toolkit with NumPy-first pipelines for intent, knowledge, and persona research.
High-accuracy SIMD sin/cos/sincos library in C with AVX2, AVX-512, and NEON support. Full-range reduction. Fast at scale. Portable by design.
This project simulates the motion of electrons and protons using Coulomb's Law. The simulation is visually represented on-screen using OpenGL.
XML-Lib is an over-engineered XML playground with a canonical lifecycle, a guardrail subsystem, Hilbert-backed proofs, and PPTX workflow docs. Use it to trace document phases, reason about enforcement math, and reference detailed presentation pipelines—all in one repository.
No description provided.
PerfLens is a visual Python performance studio (PySide6) that turns cProfile/tracemalloc + stack sampling into interactive flame graphs, timeline traces, memory heatmaps, and call graphs—plus Diff Mode, an optimization coach, session save/load, and one-click HTML reports. Single-file app.py with a zero-input demo.
🎵 The first playable AI instrument. Experience transformer attention as music. Interactive visualization where each token is a note.
Fake JEPA+EBM: joint GloVe and GPT embeddings, cosine-based energy scoring, exposed as a tool for GPT-5.1 responses API.
A self-correcting LLM orchestration framework that dynamically creates and refines its own tools through iterative execution loops with convergence guarantees.
The implementation achieves up to 96.6% accuracy and 0.960 AUC on the UCI SMS Spam Collection dataset, with clear interpretability of learned features.
A comprehensive comparison of SGD, Adam, and custom PSD optimizers on MNIST and CIFAR-10 datasets using PyTorch.
No description provided.
No description provided.
No description provided.
No description provided.
No description provided.
The Symphonic φ Identity Engine is the first fully symbolic, deterministic identity system. It compresses identity not as a name, key, or hash — but as a recursive deformation signal. Each fold is a memory. Each node is a frequency. Each email is a ψ-vector.