8000 Release 1.5.0 – Sep 24, 2024 · getml/getml-community · GitHub

More Web Proxy on the site http://driver.im/

1.5.0 – Sep 24, 2024

srnnkls released this 04 Oct 17:34

· 1913 commits to main since this release

c5ecdf7

Features

Overhaul and better integration of API documentation and web page:
- Switch from sphinx to mkdocs
- Restructuring of User Guide, multiple amendments to documentation
Introduce strict typing regiment for feature learning aggregations and loss functions
Clean up and maintenance of example notebooks, make them executable in Colab
More informative progress bar and status updates using rich
Completely reworked IO
- Leveraging PyArrow to improve reliability, speed and maintainability
Introduce reflect-cpp for parsing and de/serialization
Introduce overhauled getML Docker runtime available from Docker Hub, allowing for easy setup
- See docker-related section of the new getML documentation for details

Developer-focused

Complete rework of the build pipeline (docker and linux native)
- Introduce CCache, conan, vcpkg
- User multi-stage docker builds leveraging buildx and buildkit
- Centralized VERSION
Ruff for linting and formatting
Hatch for python package management

Bug fixes

Generalization of Placeholder.join's on argument
Improved timestamp handling
Slicing improvements
- Slicing of DataFrames returned wrong results: Remove short circuit for slices with upper bound
- Introduce set semantics for slicing of DataFrame (return empty collections instead of erroring)
Fix displaying of parameter lists with values that exceed the presentable width
Fix displaying of DataFrames with one row or less
Fix progress bar output on Google Colab

Assets 6

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