Ml Workspace Versions Save

⬆ Dependencies

• Update to Ubuntu 20.04
• Update tools and libraries to up-to-date versions
• [GPU-flavor] Update CUDA to 11.2

📝 Documentation

• Document security aspects with exposing other ports (#67).
• Various minor updates to Readme.

👷 Maintenance & Refactoring

• Refactor spark flavor into separated tool scripts.
• Use r-flavor as base image for the spark-flavor.
• Add link to GitHub repo into tooling menu.

🎁 Features & Improvements

• Add gpu-r flavor.

🚨 Bug Fixes

• Fix error if a folder is named notebooks (#63).

⬆ Dependencies

• Update code-server, ungit, and filebrowser to newest versions.
• Update Jupyter to 6.1.6.
• Update python minimal and light dependencies.
• Various other dependency updates and fixes.

👷 Maintenance & Refactoring

• Change default branch from master to main

🚨 Bug Fixes

• Fix memory error with numba introduced by icc_rt
• Fix and update tensorboard magic
• Update tutorial notebooks

⬆ Dependencies

• Add catboost and pycaret
• Install lightgbm gpu version in gpu-flavor
• Update rapids installer to version 0.17

🎁 Features & Improvements

• Updated all dependencies to up-to-date versions
• Added additional dependencies based on best-of-ml-python list
• Implemented a new build-, test- and release-workflow
• Apply trivy and synk vulnerability scans for additional security
• Implemented and documented improved support for virtual/isolated Python environments
• A variety of other fixes and improvements for better stability