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hanseware/jlab-images

By hanseware

•Updated 12 days ago

JupyterLab images, based on Jupyter-Projects images and Christoph Schranz' building process

Image
Machine learning & AI
Developer tools
Data science
0

6.7K

hanseware/jlab-images repository overview

⁠JupyterLab images as beeing built and maintained @ myLab TH Lübeck⁠ to be used with JupyterHub

⁠General Images
Image NameDescriptionCurrent VersionPython VersionPreinstalled Software & Packages
mylab-baseBase image of myLab. It is based on the "official" SciPy image from the Jupyter Project, expanded with a collection of myLab-specific packages (see below)1.2.13.11Everything from here⁠ and here⁠
mylab-base-gpuThe same as mylab-base but based on a Nvidia CUDA image, instead of plain Ubuntu1.2.13.11see mylab-base
mylab-datascienceThe new Data Science collective image of myLab. It is based on the mylab-base image and adds the package collections for Spark, R, and Julia from the Jupyter Project.1.2.13.11Everything from mylab-base, as well as from here⁠, here⁠, and here⁠
mylab-datascience-gpuThe same as mylab-datascience but based on mylab-base-gpu.1.2.13.11see mylab-datascience
mylab-tensorflowImage based on mylab-base-gpu. Expanded with a custom installation of TensorFlow.1.2.13.11Everything from mylab-base-gpu plus TensorFlow 2.15
mylab-torchImage based on mylab-base. Installing Torch automatically includes the installation of CUDA libraries.1.2.13.11Everything from mylab-base plus Torch 2.2.1 including CUDA Libraries
⁠In all images preinstalled software und packages
⁠System packages via apt-get
  • build-essential
  • cm-super
  • dvipng
  • ffmpeg
  • python3-dev
  • cmake
  • curl
  • make
  • gcc
  • g++
  • default-jre-headless
  • libssl-dev
⁠Python packages via mamba und pip
  • jupyter-scheduler
  • jupyter-archive
  • nbgrader
  • nbgitpuller
  • lxml
  • plotly
  • ipywebrtc
  • ipycytoscape
  • dask-ml
  • dask-labextension
  • prefect
  • scikit-mdr
  • deap
  • stopit
  • xgboost
  • skrebate
  • jupyter-server-proxy
  • jupyterlab-rise
  • gqlalchemy
  • update-checker
  • ngshare_exchange

Tag summary

Content type

Image

Digest

sha256:4b20c0610…

Size

9.3 GB

Last updated

12 days ago

docker pull hanseware/jlab-images:mylab-datascience-gpu_latest