statrethinking_lectures_numpyro

Repository for working through Statistical Rethinking lectures using numpyro

Instructions

Here are steps to get started with this repo:-

• Install conda as per your OS instructions. You can skip this step if you already have conda installed on your machine.

• Clone the repository

  git clone git@github.com:s-mishra/statrethinking_lectures_numpyro.git
  cd statrethinking_lectures_numpyro
  

• Create new environment from the yml file provided

  conda env create -f environment.yml
  
  ## you check that this environment has been created using the command
  conda info --envs
  

• Activate the statrethinking environment

  conda activate statrethinking
  

• Now you can use python however you want. If you want to use notebooks start a jupyter notebook/lab server here and start working

  jupyter notebook
  

  or

  jupyter lab
  

• Once you are done you can just deactivate the environment using

  conda deactivate
  

• To make working with the book and lectures easy we have copied the data directory from the official rethinking package here in data directory.