Cloudera Data Science Workbench Runtimes
Managing ML Runtimes
ML Runtimes versus Legacy Engine
Using Runtime Catalog
ML Runtimes Nvidia GPU Edition
Testing ML Runtime GPU Setup
ML Runtimes NVIDIA RAPIDS Edition
Using Editors for ML Runtimes
Using JupyterLab with ML Runtimes
Installing a Jupyter extension
Installing a Jupyter kernel
Using Conda Runtime
Installing Additional ML Runtimes Packages
Restrictions for upgrading R and Python packages
ML Runtimes Environment Variables
ML Runtimes Environment Variables List
Accessing Environmental Variables from Projects
Customized Runtimes
Creating Customized ML Runtimes
Create a Dockerfile for the Custom Runtime Image
Metadata for Custom ML Runtimes
Editor Customization
Build the New Docker Image
Distribute the Image
Add Docker registry credentials
Adding New ML Runtimes
Limitations
Pre-Installed Packages in ML Runtimes
ML Runtimes 2023.05
Python 3.10 Libraries for Conda
Python 3.10 Libraries for Workbench
Python 3.9 Libraries for Workbench
Python 3.8 Libraries for Workbench
Python 3.7 Libraries for Workbench
Scala 2.11 Libraries for Workbench
Python 3.10 Libraries for JupyterLab
Python 3.9 Libraries for JupyterLab
Python 3.8 Libraries for JupyterLab
Python 3.7 Libraries for JupyterLab
R 4.0 Libraries
R 4.1 Libraries
R 3.6 Libraries
ML Runtimes 2021.09
Python 3.9 Libraries for Workbench
Python 3.8 Libraries for Workbench
Python 3.7 Libraries for Workbench
Python 3.6 Libraries for Workbench
Scala 2.11 Libraries for Workbench
Python 3.9.6 Libraries for JupyterLab
Python 3.8 Libraries for JupyterLab
Python 3.7 Libraries for JupyterLab
Python 3.6 Libraries for JupyterLab
R 4.0 Libraries
R 3.6 Libraries
ML Runtimes 2021.06
Python 3.8.6 Libraries for Workbench
Python 3.7.9 Libraries for Workbench
Python 3.6.12 Libraries for Workbench
Python 3.8.6 Libraries for JupyterLab
Python 3.7.9 Libraries for JupyterLab
Python 3.6.12 Libraries for JupyterLab
R 4.0 Libraries
R 3.6 Libraries
ML Runtimes 2021.04
RAPIDS Runtime PIP Python 3.7.8 Libraries for Workbench
RAPIDS Runtime PIP Python 3.8.6 Libraries for Workbench
RAPIDS Runtime PIP Python 3.7.8 Libraries for JupyterLab
RAPIDS Runtime PIP Python 3.8.6 Libraries for JupyterLab
ML Runtimes 2021.02
Python 3.8 Libraries for Workbench
Python 3.7 Libraries for Workbench
Python 3.6 Libraries for Workbench
Python 3.8 Libraries for JupyterLab
Python 3.7 Libraries for JupyterLab
Python 3.6 Libraries for JupyterLab
R 4.0 Libraries
R 3.6 Libraries
ML Runtimes 2020.11