Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents

The Fuzzy-Pattern Tsetlin Machine library, with zero external dependencies, performs blazingly fast.

Exploring Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

Interactive, in-browser lab for interpretable Tsetlin Machines: view every rule in plain language, trace any sample end-to-end (inputs → clauses fired → vote → class), and compare binarisers & engi…

Firmware for the Xteink X3 and X4 e-paper display readers (now with App support!)

inference

OV7670 camera sensor demo project for Tang Nano 9K board

Metal programming in Julia

Code and datasets for the Tsetlin Machine

Sole.jl – Long live transparent modeling!

Examples in the MLX framework

MLX: An array framework for Apple silicon

Julia API for MLX

A Python framework for N-agent collective learning using Tsetlin Machines and synthetic data sharing, supporting zero-shot sensor onboarding and LLM-driven feature extraction.

Sparse binary hypervectors and associated learners.

Lightweight open-source firmware for Xteink X4/X3 e-paper reader • EPUB/FB2/MD/TXT support • Custom themes & fonts

Video demo on an xteink x4

Firmware for the Xteink X3 and X4 e-paper display readers

a minimal e-ink os targeting the esp32c3 and xteink x4 e-reader

Implements the Hierarchical Tsetlin Machine in CUDA

The most extreme way to train a GPT in pure, dependency-free C. 19000x faster than Python. Optimized for Apple Silicon with SME2.

Tsetlin machine-based learning of AND-OR hierarchies

Connect to the Strava API

A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.

The Fuzzy-Pattern Tsetlin Machine library, with zero external dependencies, performs blazingly fast.