Skip to content
View nschaetti's full-sized avatar
🎯
Focusing
🎯
Focusing
105 followers · 26 following

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Starstruckx2

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Starstruckx2

Block or report nschaetti

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.

Content in all repositories owned by your account will be closed.
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
nschaetti/README.md

Nils Schaetti

Researcher in Machine Learning & AI from Switzerland.

I work at the intersection of dynamical systems, reservoir computing, self-supervised learning, and simulation-based inference.

I like AI that is mathematical, controllable, visual, open-source, and useful.

Current focus

Reservoir Computing · Echo State Networks · Self-Supervised Learning · JEPA · Physics-Informed ML · Neural Operators · SBI · Scientific Visualization

Coding projects

EchoTorch — Reservoir Computing with PyTorch
Pixel Prism — symbolic math and visual effects for education
cashwarrior — Manage your money in the terminal

Research projects

Migrate — Generative models and SBI applied to sismic inversion problems

BoardWorld — Structured games and languages GPT-like models for mechanical explainability

XWorlModels — Theoretical research on world models, based on Reservoir Computing and JEPA.

Other projects

Artificialis — YouTube channel - AI explained through code, math and critical thinking

Find me

Website · YouTube · @nschaetti

Pinned Loading

  1. EchoTorch EchoTorch Public

    A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

    Python 502 117

  2. PixelPrism PixelPrism Public

    PixelPrism is a Python library that applies advanced visual effects to videos and images

    Python

  3. BoardWorld BoardWorld Public

    The simplest, fastest repository for training/finetuning GPTs on board games

    Jupyter Notebook 1

  4. cashwarrior cashwarrior Public

    A local-first, scriptable CLI tool for tracking personal expenses, transactions, budgets, and financial summaries from the terminal.

    Go