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Sample miniprojects to get use to the PhD research

Shared Python modules live in libs/ at the project root (MCMC, SMC, model search, etc.). Notebooks under notebooks/ import them as from libs import ....

Activate the environment with source activate.sh so PYTHONPATH includes the repo root, or run python setup_path.py before importing in a notebook kernel.

Topics covered:

  1. MCMC
  2. SMC Samplers
  3. Tempering Algorithms (Simulated, Parallel)
  4. Machine Learning
  5. Generative Models (Diffusion, etc)

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