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⚙️ Installation

  • User Installation (for Non-Developers)
  • Developer Installation
  • Tutorial for Using the uv Package Manager

💡 Getting started

  • Install itwinai
  • Submitting jobs to SLURM on HPC
  • Using itwinai Container Images
  • Writing plugins for itwinai

🪄 How it works

  • Training a neural network
  • Tracking ML workflows
  • Defining machine learning workflows
  • Hyperparameter Optimization

🚀 Tutorials

  • Distributed machine learning training
  • Machine learning workflows
  • Hyperparameter Optimization Workflows

📚 Scientific Use Cases

  • How to run a use case
  • Fast particle detector simulation | CERN
  • MNIST dataset
  • Tropical Cyclones Detection | CMCC
  • Noise Simulation for Gravitational Waves Detector (Virgo) | INFN
  • Drought Early Warning in the Alps | EURAC

⚡ Python API reference

  • itwinai

🎯 Github repository

  • itwinai
itwinai
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