> ## Documentation Index
> Fetch the complete documentation index at: https://io.net/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Data Science Specification

This document provides the full specification of the Data Science Image used in IO.NET cloud deployments. It includes the operating system, core dependencies, and package lists for both the Conda `rapids-25.6.0` environment and the base Python environment.

## Base Information

* **OS**: Ubuntu 24.04.1 LTS (Noble Numbat)
* **CUDA**: 12.1
* **RAPIDS**: 25.6.0
* **Python**: 3.12
* **Conda**: 25.7.0

## Package Lists

The image comes with a preconfigured Conda environment (`rapids-25.6.0`) as well as a base Python environment.\
To see the full package versions installed, run the following commands inside the image:

### Conda environment (`rapids-25.6.0`)

```bash theme={null}
conda run -n rapids-25.6.0 pip3 list
```

### Base Python environment

```
pip3 list
```

> 📘 \*\*Note: \*\*The package lists may change over time as the image is updated.
>
> Users should always re-run the commands above to get the most up-to-date package versions.