mahdikooshkbaghi / numpyro_play

Purpose

A repo of me just experimenting with NumPyro examples.

Environment 🐢🐢🌱🌿🌵🌎🍀💦

Note I am installing numpyro from their GitHub to get latest version

To reproduce the environment you will need to have poetry2conda installed in you base conda so that the makefile can create the conda environment.yaml from the pyporject.toml. Edit the makefile with your paths for your conda root folder.

1. (base) $ pip install poetry2conda
2. Edit conda_root for your path within the makefile
3. make all

If you don't want to bother with make you can:

1. conda env create -f environment.yaml
2. pip install -q numpyro@git+https://github.com/pyro-ppl/numpyro
3. pip install graphviz

Notebooks 📓

• explore notebooks/
• all notebooks are paired with a python script using jupytext

Wiki

I also have some notes on the Wiki tab 👀 ... shhh it's a secret 🤐