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Saturn Cloud Quickstart
- Using Saturn Cloud
- - - Resources
    - - Jupyter Servers RStudio Servers Deployments Jobs Prefect Cloud Flows
    Connect to Data Git Repositories Install Packages and Software Create a Dask Cluster Clone Resources Add Credentials
    - Images
    - - Images in Saturn Cloud
        Default Saturn Cloud Images
        Base Images Jupyter Images RStudio Images
        Custom Images
        Create Custom Images Import Existing Docker Images
    Resource Recipes Connect via SSH Auto-Shutoff Groups
    - Connect to Dask Externally
    - - Connect to Dask from Outside Saturn Cloud Connect to Dask from Azure Connect to Dask from SageMaker Connect to Dask from Google Colab
- Examples
- - - Python Examples
    - - Load Data
        Load Data From Your Local File System Load Data From S3 Buckets Load Data From Snowflake Load Data from Kaggle
        Dask
        Starting with Dask
        Dask Collections
        Dask DataFrames Dask Arrays Dask Bags
        Concurrency
        Dask Delayed Dask Futures
        Machine Learning
        Model Training Grid Search
        Special Topics
        CLI Calls Logging Rolling Averages
        RAPIDS
        Use RAPIDS on a Single GPU Use RAPIDS on a GPU Cluster
        PyTorch
        Train a PyTorch model with a GPU on Saturn Cloud Training Many PyTorch Models Concurrently with Dask Training a PyTorch Model across a Dask Cluster
        Weights & Biases
        Weights & Biases Weights & Biases (with Dask Cluster)
        Comet
        Comet
        Bodo.ai
        Use Bodo.ai and iPyParallel in a Jupyter Notebook Use Bodo.ai and mpiexec on a Python Script
        Jobs and Deployments
        Create a Job Create an API with FastAPI Create an API with Flask Create a Dashboard with Panel Create a Dashboard with Voila Create a Dashboard with Dash Create a Dashboard with Streamlit
        Prefect Cloud
        Run a Prefect Cloud Data Pipeline on a Single Machine Run a Prefect Cloud Data Pipeline on a Dask Cluster Run a Prefect Cloud Data Pipeline with access to a Dask Cluster
        TensorFlow
        Train a TensorFlow Model (GPU) Train a TensorFlow Model (Multi-GPU)
    - R Examples
    - - Load Data
        Load Data From Your Local File System Load Data From S3 Buckets Load Data From Snowflake Load Data from Kaggle
        TensorFlow
        Train a TensorFlow model with a GPU in R
        Torch
        Train a Torch model with a GPU in R
        future
        The R future Package Using the furrr Package Using the targets Package
        Jobs and Deployments
        Create a Job Using R Create an API with Plumber Create a Dashboard with Shiny
    - Julia Examples
    - - Flux
        Train a Neural Network Using Flux
        Jobs and Deployments
        Create an API with Genie Create a Dashboard with Dash
- Troubleshooting
- - - Package Support
    - - Dask
        Dask Dashboard Troubleshooting and Optimizing Dask Resources Troubleshooting Dask GroupBy
        OpenCV (Python) PyTorch (Python) RAPIDS (Python) Streamlit (Python) TensorFlow (Python)
    Resources Won't Start IP Allow Lists
- Saturn Cloud Enterprise
- - - Installation and Upgrades
    - - Installation Advanced Deployment Options
        Upgrading
        Upgrading to Release 2022.01.06 Upgrading to Release 2021.11.10 Upgrading to Release 2021.10.26
        Uninstalling
    - Access and Permissions
    - - Add and Remove Users IAM Roles for Users and Groups
    - Enterprise Features
    - - Shared Folders Active Resources Dashboard Usage Reports Embed Workspaces Outside of Saturn Cloud
- Release Notes
- - Release 2022.04.01 Release 2022.03.01 Release 2022.02.01 Release 2022.01.06 Release 2021.11.10 Release 2021.10.26 Release 2021.09.20 Release 2021.08.16 Release 2021.07.26

Documentation
Release Notes

Release Notes

Changes made to Saturn Cloud

Release 2022.04.01

Saturn Cloud release notes for 2022.04.01

Release 2022.03.01

Saturn Cloud release notes for 2022.03.01

Release 2022.02.01

Saturn Cloud release notes for 2022.02.01

Release 2022.01.06

Saturn Cloud release notes for 2022.01.06

Release 2021.11.10

Saturn Cloud release notes for 2021.11.10

Release 2021.10.26

Saturn Cloud release notes for 2021.10.26

Release 2021.09.20

Saturn Cloud release notes for 2021.09.20

Release 2021.08.16

Saturn Cloud release notes for 2021.08.16

Release 2021.07.26

Saturn Cloud release notes for 2021.07.26

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