Setup

Want to try these labs on your own computer? Here are the software install instructions to get everything ready.

Python

Here’s the content for the requirements.txt to install all the python packages.

shiny
ipykernel
palmerpenguins
plotnine
shinylive
jupyter
statsmodels
scikit-learn
pandas
seaborn
matplotlib
chatlas
querychat @ git+https://github.com/posit-dev/querychat#subdirectory=python-package
great_tables
orbitalml
pins
pointblank
vetiver
streamlit
dash
dash-mantine-components
plotly

You can then install the packages using pip install

pip install -r requirements.text

Quarto

Download and install Quarto: https://quarto.org/docs/get-started/

We use a few Quarto extensions for the website, and may be useful if you want to replicate what you see.

quarto add quarto-ext/shinylive && \
quarto add shafayetShafee/line-highlight

Positron IDE

Download and install the Positron IDE: https://positron.posit.co/download.html

GenAI + LLMs

Download Ollama: https://ollama.com/download
Download the llama3.2 model: https://ollama.com/library/llama3.2

ollama run llama3.2

(optional): You can also create an Anthropic account and pay for a Claude API key: https://www.anthropic.com/

Posit Connect Cloud

Create a free Posit Connect Cloud account for our dashboard and document deployments: https://connect.posit.cloud/