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Achievement: Arctic Code Vault ContributorAchievement: Starstruckx2

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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

Projects

EchoTorch — Reservoir Computing with PyTorch
Pixel Prism — symbolic math and visual effects for education
Artificialis — AI explained through code, math and critical thinking
DeckPilot — programmable Stream Deck workflows
boardGPT — GPT-like models for structured games and languages

Find me

Website · YouTube · @nschaetti

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  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 497 116

  2. PixelPrism PixelPrism Public

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

    Python

  3. DeckPilot DeckPilot Public

    DeckPilot is a customizable interface for your Stream Deck, allowing you to assign scripts to buttons, manage multiple windows, and navigate through hierarchical categories. Designed for flexibilit…

    Python 1

  4. boardGPT boardGPT Public

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

    Jupyter Notebook 1

  5. mpipe mpipe Public

    A set of LLM-based command line tools

    Python

  6. TuringFlow TuringFlow Public

    Rust