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Random stuff about hard problems

TalkinItalianat PyCon Italia 2025 · 2025-05-28..05-31· [machine-learning]
links:none on file
slides:none on file

Examines using random choices to tackle hard computational problems by demonstrating the random walk method in pure Python (no special libraries). Covers applying random-walk techniques to a range of cases from trivial examples up to classically difficult or intractable problems, with accompanying slides and Jupyter notebooks on GitHub.

AI-written summary · about

  1. 0:00Introduction
  2. 1:46Random worktimization
  3. 4:14Choosing random step
  4. 11:263D camera calibration
  5. 19:56MNIST digit recognition
  6. 22:03Car parking problem
  7. 23:50Q&A
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