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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
Get Help
Documentation
Examples
R Examples
Torch
Torch
Use Torch in R on Saturn Cloud
Train a Torch model with a GPU in R
Use the RStudio torch package to train a model on a GPU
