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:

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
.gitignore		.gitignore
01_CloudBlog.ipynb		01_CloudBlog.ipynb
01_CloudBlog_extended.ipynb		01_CloudBlog_extended.ipynb
02_DifferentialEqs_Blog.ipynb		02_DifferentialEqs_Blog.ipynb
03_DifferentialEqs_in_2D.ipynb		03_DifferentialEqs_in_2D.ipynb
04_IntroToClimt_Blog.ipynb		04_IntroToClimt_Blog.ipynb
05_BayesianInference_Climt_Blog.ipynb		05_BayesianInference_Climt_Blog.ipynb
README.md		README.md
environment.yml		environment.yml