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VITutorial exercises

Install

  • create a python3 environment virtualenv -p python3.7 ~/envs/py37
  • source your environment source ~/envs/py37/bin/activate
  • install requirements pip install -r requirements.txt

Exercises

Sequence Modelling

  • CharLM: Start here if you want to learn how to parameterize a probabilistic model with neural networks without latent variable modelling.

Discrete latent variables

  • SST
  • LatentFactorModel
  • MNIST (coming soon)

Continous latent variables