# A Gallery of JupyterHub Deployments **A JupyterHub Community Resource** We've compiled this list of JupyterHub deployments to help the community see the breadth and growth of JupyterHub's use in education, research, and high performance computing. Please submit pull requests to update information or to add new institutions or uses. ## Academic Institutions, Research Labs, and Supercomputer Centers ### University of California Berkeley - [BIDS - Berkeley Institute for Data Science](https://bids.berkeley.edu/) - [Teaching with Jupyter notebooks and JupyterHub](https://bids.berkeley.edu/resources/videos/teaching-ipythonjupyter-notebooks-and-jupyterhub) - [Data 8](http://data8.org/) - [GitHub organization](https://github.com/data-8) - [NERSC](http://www.nersc.gov/) - [Press release on Jupyter and Cori](http://www.nersc.gov/news-publications/nersc-news/nersc-center-news/2016/jupyter-notebooks-will-open-up-new-possibilities-on-nerscs-cori-supercomputer/) - [Moving and sharing data](https://www.nersc.gov/assets/Uploads/03-MovingAndSharingData-Cholia.pdf) - [Research IT](http://research-it.berkeley.edu) - [JupyterHub server supports campus research computation](http://research-it.berkeley.edu/blog/17/01/24/free-fully-loaded-jupyterhub-server-supports-campus-research-computation) ### University of California Davis - [Spinning up multiple Jupyter Notebooks on AWS for a tutorial](https://github.com/mblmicdiv/course2017/blob/master/exercises/sourmash-setup.md) Although not technically a JupyterHub deployment, this tutorial setup may be helpful to others in the Jupyter community. Thank you C. Titus Brown for sharing this with the Software Carpentry mailing list. ``` * I started a big Amazon machine; * I installed Docker and built a custom image containing my software of interest; * I ran multiple containers, one connected to port 8000, one on 8001, etc. and gave each student a different port; * students could connect in and use the Terminal program in Jupyter to execute commands, and could upload/download files via the Jupyter console interface; * in theory I could have used notebooks too, but for this I didn’t have need. I am aware that JupyterHub can probably do all of this including manage the containers, but I’m still a bit shy of diving into that; this was fairly straightforward, gave me disposable containers that were isolated for each individual student, and worked almost flawlessly. Should be easy to do with RStudio too. ``` ### Cal Poly San Luis Obispo - [jupyterhub-deploy-teaching](https://github.com/jupyterhub/jupyterhub-deploy-teaching) based on work by Brian Granger for Cal Poly's Data Science 301 Course ### Clemson University - Advanced Computing - [Palmetto cluster and JupyterHub](http://citi.sites.clemson.edu/2016/08/18/JupyterHub-for-Palmetto-Cluster.html) ### University of Colorado Boulder - (CU Research Computing) CURC - [JupyterHub User Guide](https://www.rc.colorado.edu/support/user-guide/jupyterhub.html) - Slurm job dispatched on Crestone compute cluster - log troubleshooting - Profiles in IPython Clusters tab - [Parallel Processing with JupyterHub tutorial](https://www.rc.colorado.edu/support/examples-and-tutorials/parallel-processing-with-jupyterhub.html) - [Parallel Programming with JupyterHub document](https://www.rc.colorado.edu/book/export/html/833) - Earth Lab at CU - [Tutorial on Parallel R on JupyterHub](https://earthdatascience.org/tutorials/parallel-r-on-jupyterhub/) ### HTCondor - [HTCondor Python Bindings Tutorial from HTCondor Week 2017 includes information on their JupyterHub tutorials](https://research.cs.wisc.edu/htcondor/HTCondorWeek2017/presentations/TueBockelman_Python.pdf) ### University of Illinois - https://datascience.business.illinois.edu ### MIT and Lincoln Labs ### Michigan State University - [Setting up JupyterHub](https://mediaspace.msu.edu/media/Setting+Up+Your+JupyterHub+Password/1_hgv13aag/11980471) ### University of Minnesota - [JupyterHub Inside HPC](https://insidehpc.com/tag/jupyterhub/) ### University of Missouri - https://dsa.missouri.edu/faq/ ### University of Rochester CIRC - [JupyterHub Userguide](https://info.circ.rochester.edu/Web_Applications/JupyterHub.html) - Slurm, beehive ### University of California San Diego - San Diego Supercomputer Center - Andrea Zonca - [Deploy JupyterHub on a Supercomputer with SSH](https://zonca.github.io/2017/05/jupyterhub-hpc-batchspawner-ssh.html) - [Run Jupyterhub on a Supercomputer](https://zonca.github.io/2015/04/jupyterhub-hpc.html) - [Deploy JupyterHub on a VM for a Workshop](https://zonca.github.io/2016/04/jupyterhub-sdsc-cloud.html) - [Customize your Python environment in Jupyterhub](https://zonca.github.io/2017/02/customize-python-environment-jupyterhub.html) - [Jupyterhub deployment on multiple nodes with Docker Swarm](https://zonca.github.io/2016/05/jupyterhub-docker-swarm.html) - [Sample deployment of Jupyterhub in HPC on SDSC Comet](https://zonca.github.io/2017/02/sample-deployment-jupyterhub-hpc.html) - Educational Technology Services - Paul Jamason - [jupyterhub.ucsd.edu](https://jupyterhub.ucsd.edu) ### TACC University of Texas ### Texas A&M - Kristen Thyng - Oceanography - [Teaching with JupyterHub and nbgrader](http://kristenthyng.com/blog/2016/09/07/jupyterhub+nbgrader/) ## Service Providers ### AWS - [running-jupyter-notebook-and-jupyterhub-on-amazon-emr](https://aws.amazon.com/blogs/big-data/running-jupyter-notebook-and-jupyterhub-on-amazon-emr/) ### Google Cloud Platform - [Using Tensorflow and JupyterHub in Classrooms](https://cloud.google.com/solutions/using-tensorflow-jupyterhub-classrooms) - [using-tensorflow-and-jupyterhub blog post](https://opensource.googleblog.com/2016/10/using-tensorflow-and-jupyterhub.html) ### Everware [Everware](https://github.com/everware) Reproducible and reusable science powered by jupyterhub and docker. Like nbviewer, but executable. CERN, Geneva [website](http://everware.xyz/) ### Microsoft Azure - https://docs.microsoft.com/en-us/azure/machine-learning/machine-learning-data-science-linux-dsvm-intro ### Rackspace Carina - https://getcarina.com/blog/learning-how-to-whale/ - http://carolynvanslyck.com/talk/carina/jupyterhub/#/ ### jcloud.io - Open to public JupyterHub server - https://jcloud.io ## Miscellaneous - https://medium.com/@ybarraud/setting-up-jupyterhub-with-sudospawner-and-anaconda-844628c0dbee#.rm3yt87e1 - https://groups.google.com/forum/#!topic/jupyter/nkPSEeMr8c0 Mailing list UT deployment - JupyterHub setup on Centos https://gist.github.com/johnrc/604971f7d41ebf12370bf5729bf3e0a4 - Deploy JupyterHub to Docker Swarm https://jupyterhub.surge.sh/#/welcome - http://www.laketide.com/building-your-lab-part-3/ - http://estrellita.hatenablog.com/entry/2015/07/31/083202 - http://www.walkingrandomly.com/?p=5734 - https://wrdrd.com/docs/consulting/education-technology - https://bitbucket.org/jackhale/fenics-jupyter - [LinuxCluster blog](https://linuxcluster.wordpress.com/category/application/jupyterhub/) - [Network Technology](https://arnesund.com/tag/jupyterhub/) [Spark Cluster on OpenStack with Multi-User Jupyter Notebook](https://arnesund.com/2015/09/21/spark-cluster-on-openstack-with-multi-user-jupyter-notebook/)