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Auto ML course at ITMO University

Navigation

  • Labs – List of labs which were given on course as homework
  • Metafora – Small library for hyperparameters optimization and meta-learning
  • Slides – Slides from lectures
  • Papers – Folder with papers about Auto ML topics
  • Course sources – Google Drive package with course materials

Each lab folder contains condition named condition.pdf and solution file named solution.ipynb

  1. Meta-features
  2. Bayesian optimization