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Introduction to Comet.ml

3 minute read

Published:

Comet is a neat alternative to the classical Tensorboard experiment tracker, which supports multiple functions such as logging of experiment metrics, plots, gradients, model weights, as well as an online dashboard similar to that of Tensorboard. There are other similar products such as Weights&Biases, but Comet has the best support on the Compute Canada clusters.

Normalizing flows in Pyro (PyTorch)

10 minute read

Published:

NFs (or more generally, invertible neural networks) have been used in:

  • Generative models with $1\times1$ invertible convolutions Link to paper
  • Reinforcement learning, to improve upon the (not always optimal) Gaussian policy Link to paper
  • Simulating attraction-repulsion forces in actor-critic Link to paper

publications

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.