Skip to content
View tonton-golio's full-sized avatar
30 followers · 26 following

Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Block or report tonton-golio

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
tonton-golio/README.md
Anton — a physicist who learned to code

I started out in computational physics — locating phase transitions. I then trained a text-to-motion (humanoid) model and built a website with most of the simulations we saw during my master's.
My nature is more that of an engineer than of a scientist. Now I mostly teach machines to be useful.


Website KoalaBrain LinkedIn Copenhagen

Python TypeScript PyTorch Next.js Swift Jupyter

◆ Stuff I've made

A loosely-sorted museum of curiosity. Some are serious. Some started as "I wonder if...".

An agentic second brain — a fork-it starter kit (file format + MCP server + web UI + agent skills) that gives Claude Code & Cursor durable, local-first memory they can read and reason over.

Computational physics you can touch — 190+ interactive simulations across 10 topics. Examples: Ising model, Mandelbrot explorer, Abelian sandpile, Lorenz attractor, percolation, Vicsek flocking.

Master's project — text-to-3D-motion via latent diffusion. A transformer VAE compresses motion clips to a compact latent; a CLIP-conditioned diffusion model generates sequences from text prompts.

Bachelor's project — using intrinsic dimension to detect the many-body-localization phase transition. As disorder grows, quantum states collapse onto a lower-dimensional manifold; a neighbour-graph estimator (2NN) plus scaling collapse pins down the critical point.

...and a long tail of physics notebooks, sea-level models & crossword solvers → all repos

Followers Stars


physicist → coder · still mostly just curious

Pinned Loading

  1. motion-synthesis motion-synthesis Public

    Latent-diffusion + VAE pipeline for motion synthesis (PyTorch Lightning + Streamlit). Research WIP: MNIST proof-of-concept + AMASS pose VAE.

    Jupyter Notebook 1

  2. mbl-intrinsicDim mbl-intrinsicDim Public

    Investigation of intrinsic dimension as a phase transition maker.

    Jupyter Notebook

  3. computational_physics computational_physics Public

    Computational physics you can touch — 190+ interactive simulations across 10 topics. Next.js + Three.js, deployed on Vercel.

    TypeScript 8 3

  4. robin robin Public

    A starter kit for building your own agentic second brain — local-first, HTML-backed, and AI-agent-native (Claude Code, Cursor, …).

    TypeScript 6 2