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.