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TyMill/README.md

👋 Hi there, I’m Tymoteusz Miller

💡 Data Scientist · AI Researcher · Open Science Advocate
🧠 PhD in Biology · Building Scientific Software in Python & Julia
📘 Author of Machine Learning Unlocked (2025)
🎓 AI trainer and curriculum developer for universities (AI4Uni, 2024–2027)
🖥️ Currently building a computing cluster @ University of Szczecin


🔧 My Open-Source Projects

Project Description DOI / Link
EcoStackML Stacked ML framework for environmental data 🔗 DOI
AI-Aquatica AI for water quality and environmental analysis 🔗 DOI
AquaAgent Autonomous environmental reasoning agent 🔗 DOI
ChainFL Federated Learning and Blockchain Simulation Framework 🔗 DOI
SynthPred.jl Synthetic data & AutoML in Julia 🔗 GitHub
ml-julia-course ML tutorials in Julia with Jupyter 🔗 GitHub
ml-starter-kit Practical cheatsheets and tutorials for machine learning algorithms with Python 🔗 GitHub

🧠 What I Do

  • Explainable Machine Learning & model stacking
  • AI systems for sustainability, education, and finance
  • Open educational resources and workshops
  • Software development for real-world ML/AI
  • Scientific computing with reproducibility and clarity

📬 Let’s Connect


Building tools, teaching AI, and making science open to everyone.

Visitors

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  1. AI-Aquatica AI-Aquatica Public

    AI-Aquatica is an open-source Python library for intelligent water quality analysis. It offers tools for data cleaning, imputation, ion balance verification, statistical analysis, ML modeling, visu…

    Python 5 2

  2. -AquaAgent -AquaAgent Public

    Autonomous & Interactive AI Agent for Environmental and Water Quality Data Analysis

    Python 5 2

  3. EcoStackML EcoStackML Public

    Modular and explainable stacked machine learning framework for environmental and structured data analysis. Includes preprocessing, evaluation, SHAP explainability, and tutorial notebooks.

    Python 3 2

  4. AI4Uni AI4Uni Public

    A repository created for workshops conducted within the AI4Uni project (Erazmus+)

    Jupyter Notebook 4 1

  5. ml-starter-kit ml-starter-kit Public

    📚 Practical cheatsheets and tutorials for machine learning algorithms. 🇵🇱 Praktyczne ściągawki i tutoriale do algorytmów uczenia maszynowego.

    Jupyter Notebook 3 1

  6. ChainFL ChainFL Public

    🧠 Blockchain-Enhanced Federated Learning Simulator for Secure AI Collaboration

    Python 2

点击 这是indexloc提供的php浏览器服务,不要输入任何密码和下载