GPULab jl3-v2.1.x

GPULab jl3-v2.1.x

The new GPULab release version jl3-v2.1.x environment consists of JupyterLab 3, installed atop an Ubuntu Linux operating system with Nvidia CUDA GPU drivers with Python 3, Xeus Python, R, Julia, Octave and Bash kernels.

Highlights:

  • LSP (Language Server) support for Python, Julia, and R
  • Xeus Python utilizing JupyterLab’s new built-in debugger

Essentials:

  • Kernels

    • Python 3
    • Xeus Python
    • R
    • Julia
    • Octave
    • Bash
  • Python Libraries and Frameworks

    • TensorFlow
    • PyTorch
    • Keras
    • Skikit-Learn
    • fastai
  • Ubuntu based Linux envionment

    • Clients
      • git
      • curl & wget
      • ftp, sftp, scp (command line file transfer)
      • ssh
      • mc (minio / aws s3)
      • kubectl (kubernetes)
      • gh (github cli)
    • ML Utilities
    • Text Editors
      • vi, emacs, nano
    • Text Manipulation / Search
      • head, tail, wc, tr, grep, sort. cut. sed & awk. diff, uniq
    • Image / Video
      • ffmpeg
      • inkscape
      • imagemagick
    • Compilers / Runtime / Dev
      • gcc, java, make, nodejs, perl