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v0.2.2

💡 Getting started

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

🪄 How it works

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

🚀 Tutorials

  • Distributed machine learning training
  • Machine learning workflows

📚 Scientific Use Cases

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

âš¡ Python API reference

  • itwinai

🎯 Github repository

  • itwinai
itwinai
  • Python Module Index

Python Module Index

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- itwinai
    itwinai.cli
    itwinai.components
    itwinai.distributed
    itwinai.loggers
    itwinai.parser
    itwinai.pipeline
    itwinai.serialization
    itwinai.tensorflow.distributed
    itwinai.tensorflow.trainer
    itwinai.tensorflow.utils
    itwinai.torch.config
    itwinai.torch.distributed
    itwinai.torch.inference
    itwinai.torch.mlflow
    itwinai.torch.reproducibility
    itwinai.torch.trainer
    itwinai.torch.type
    itwinai.type
    itwinai.utils

© Copyright 2024, Matteo Bunino, Kalliopi Tsolaki, Rakesh Sarma, Mario Ruettgers on behalf of CERN & JSC. Revision e05af29c.

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