Images we provide
We provide images based on Docker Stack project with NVIDIA CUDA libraries added, so that you could use those with GPUs. You can get the list of software included in the images on the Docker Stack web page.
All images are available in JupyterHub, and also you can refer the images directly in your Pod definition.
The list of images and registry links are available in our GitLab registry:
- Base: Notebook, Jupyter Lab and Jupyter Hub
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/base
- Minimal: base + command-line tools
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/minimal
- Desktop: GUI desktop
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/desktop
- R:
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/r
- R Studio:
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/r-studio
- Julia:
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/julia
- SciPy: popular packages from the scientific Python ecosystem
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/scipy
- Tensorflow: popular Python deep learning libraries
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/tensorflow
- Relion Desktop:
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/relion-desktop
- Datascience: includes libraries for data analysis from the Julia, Python, and R communities
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/datascience
- PySpark: includes Python support for Apache Spark
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/pyspark
- All Spark: includes Python and R support for Apache Spark
gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/all-spark
The NRP image (gitlab-registry.nrp-nautilus.io/prp/jupyter-stack/prp) is based on Stacks Tensorflow with addition of:
astropy
bowtie
fastai
keras
nbgitpuller
opencv-python
psycopg2-binary
tensorflow-probability
torch
torchvision
visualdl
git+https://github.com/veeresht/CommPy.git
We can add more libraries to this image on request in Matrix.
The Desktop image has X Window system installed and you can launch the GUI interface in Jupyter with this image. It's based on Minimal stack one.
The current stable tag for the images we (NRP) provide is :v1.1
. Please use this tag if you want no changes in the image you're using, as :latest
might change with upgrades.
B-Data images
The West JupyterHub also provides access to the B-Data images These are available with and without CUDA support, for both x86 and ARM platforms. JupyterHub will automatically select the right one based on the request.