learning-chip / probabilistic-programming

Notebooks for probabilistic programming

probabilistic-programming

Notebooks for probabilistic programming. Notebook 01_CloudBlog.ipynb shows the notebook for the problem walked through in the blog post here https://medium.com/informatics-lab/probabilistic-programming-1535d7882dbe.

These notebooks require Pyro which can be installed from here https://pyro.ai and PyTorch https://pytorch.org

For example:

pip install pyro-ppl 

conda install pytorch torchvision -c pytorch

Binder

You can launch an interactive session using Pangeo Binder at this link:

https://binder.pangeo.io/v2/gh/informatics-lab/probabilistic-programming/master?filepath=01_CloudBlog.ipynb