Stefan Webb's repositories
flowtorch-old
Separating Normalizing Flows code from Pyro and improving API
flowtorch
This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a community of users and contributors by focusing initially on complete infra and documentation for how to use and create components.
dphil-thesis-final
My DPhil thesis at the University of Oxford, "Neural Networks for Inference, Inference for Neural Networks."
autoguides
Experiments for our work-in-progress, "Improving Automated Variational Inference with Normalizing Flows."
cumulativenet
The code for my Honours thesis (http://arxiv.org/abs/1310.4456) on cumulative distribution networks.
pyro-models
Repository of models in Pyro
wiktionary-latin
Producing a derivative work from Wiktionary for use in an online Latin dictionary
flowtorch-new
Redesigning FlowTorch and goal to reach v1.0.0.