Standard release

Changed

• Updated some of the packages

  • conda dependencies

    -- nltk==3.4.4
    +- nltk==3.5
    -- pytorch::pytorch==1.8.0
    -- pytorch::torchvision==0.9.0
    -- pytorch::torchtext==0.9.0
    -- pytorch::torchaudio==0.8.0
    +- pytorch::pytorch==1.8.1
    +- pytorch::torchvision==0.9.1
    +- pytorch::torchtext==0.9.1
    +- pytorch::torchaudio==0.8.1
    -- xeus-python==0.12.0
    -- catboost==0.24.4
    +- xeus-python==0.12.1
    +- catboost==0.25
    -- lightgbm==3.1.1
    +- lightgbm==3.2.0
    -- notebook==6.2.0
    +- notebook==6.3.0
    -- jupyterlab-lsp==3.4.1
    +- jupyterlab-lsp==3.5.0
    -- ipympl==0.6.3
    +- ipympl==0.7.0
    -- pytorch-lightning==1.2.4
    +- pytorch-lightning==1.2.5
    -- boto3==1.17.33
    +- boto3==1.17.37
    -- pytorch-lightning==1.2.4
    +- pytorch-lightning==1.2.5
    

  • pip dependencies:

    -  - jupytext==1.11.0
    +  - jupytext==1.11.1
    -  - wandb==0.10.22
    +  - wandb==0.10.23
    

Fixed

• ./check_if_rogue_jupyterlab_is_installed.sh now uses bash instead of zsh

Standard release

Added

• MLEnvTool:
  • usage scenarios described in README.md
  • version_capture transformation for capturing versions of the conda and pip packages inside the specified conda environment into the conda environment yaml file; this transform complements version_eq2ge and version_strip transforms to make it possible to keep both conda and pip packages up-to-date with minimial efforts
  • greatly improved command line help
• New conda packages:
  • jupyterlab_execute_time==2.0.2
  • plotly==4.14.3
  • pytorch-lightning==1.2.4
• New jupyterlab extensions:
  • [email protected]
• generate_help.sh shell script to capture the cli help of MLEnvTool (helps to keep README.md up-to-date)

Changed

• Major update of all the package versions including PyTorch (to v1.8) and torchvision (to v.0.9)
• Major refactoring of MLEnvTool internals to improve source code readibility and maintainability
• pyyaml moved from pip to conda section in the conda env yaml file

Fixed

• MLDevEnv: pip package versions are now generated correctly
• #!/bin/bash is moved to the first line in all bash script