Phil Tomson

Exploring Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

Ruby Hardware Description Language

A fairly simple KNN digit classification algorithm implemented in multiple languages (C++,F#,OCaml)

Logic operations/boolean minimization in OCaml

VHDL port extractor in C++ using boost::spirit (2.x)

MQTT client written in OCaml using Core.Async

Ant Colony Optimization in OCaml

LLM inference in C/C++ (fork of PrismML fork that enables CPU (incl AVX2 and AVX512) and ROCm for AMD GPUs

FPGA Presentation for Open Source Bridge 2010

declarative FSMs in OCaml

Game of Life and Maze Running Cellular Automata implemented in Julia with Gtk.jl

Create a LookUp Table from an OCaml function

HDL code for OSBridge FPGA talk demos

Fixed Point math library in C++ (and Julia eventually)

Adventures in hipster programming talk for Open Source Bridge 2012

BrainF*ck in OCaml

Experimenting with node.js, redis, websockets

Bitfile programmer for Xilinx Spartan 3 Starter Kit board

No description.

A Julia port of https://github.com/luminal-ai/luminal

Tail Call Optimization in gcc talk

Swapforth is a cross-platform ANS Forth

Generates VHDL code for an SVM from a Support Vector Machine description

Create a LookUp Tables from functions

List of Deep Learning-oriented IRs/compilers

Abstraction over Stdlib, Lwt, and Async.

Main public package repository for OPAM, the source package manager of OCaml.

Automatic 2D-to-3D Video Conversion with CNNs

This one runs on ROCm (and possibly just plain CPU via Pytorch)

A minimal tensor processing unit (TPU), inspired by Google's TPU V2 and V1 - using a hotstate machine as controller.

Spike, a RISC-V ISA Simulator (with extensions to support hotstate accelerators)

A Library for Differentiable Logic Gate Networks

Makes Julia reason with equations. General purpose metaprogramming, symbolic computation and algebraic equational reasoning library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.

C -> microcode compiler for hotwright state machine. (New implementation of the Hotwright hotstate tool which covers more of the C language - see https://hotwright.com/ for overview of the Hotwright state machine )

No description.

Backup of my Obsidian notes

Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/

ChatGPT written browser based particle life cellular automata simulation.

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Differential Evolution

Today I Learned: Notes

No description.

Experiements with small Machine Learning

Cartesian Genetic Programming for Julia

BL602 SDK

A Forth CPU and System on a Chip, based on the J1, written in VHDL

A VPI application compatible with GHDL that virtualizes the IOs of a Nexy-4 like board.

code exploration of Paolo Perrotta's Programming Machine Learning book

My Resume

Hopfield networks in Julia

Generating novel MNIST digits using neural cellular automata.

A man has written a package. A package has no name.

comparing MNIST Python/numpy implementation with Julia

source files for the hugo-generated site at philtomson.github.com

My Blog

http://hg.furius.ca/public/snakefood/

No description.

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

Read ONNX graphs in Julia

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

nGraph is an open source C++ library, compiler and runtime for Deep Learning frameworks

No description.

Relax! Flux is the ML library that doesn't make you tensor

No description.

32-bit RISC-V system on chip for iCE40 FPGAs

The fast.ai deep learning library, lessons, and tutorials

A kernel that can read from keyboard and print on-screen

Register Transfer Level Hardware Design in OCaml

A collection of easy-to-understand guides to programming tools

Deep Learning framework for Julia

Perlin noise benchmark

Build skeleton and examples of simple Mirage apps

Extension to OCaml for deriving functions from type declarations.

No description.