v0.4.3

What's Changed

• Resolves #47 by @Syakyr in #48
  • Stores problem templates as diff files, using pre-prompt hooks within Cookiecutter to resolve the diffs prior to resolving the template itself
  • Uses preliminary generate_diffs script in extras folder to generate the diffs used in the codebase
• Added unidiff as part of the template generation requirements by @Syakyr (1ef11ef, 865c3ff)
• Refactored CI processes:
  • Template: Updated base image used by GitLab CI to python:3.12 by @Syakyr (1ef11ef)
  • Template: Split pylint and pytest processes to two separate jobs by @Syakyr (35415d8)
  • Main: Fixed rules to run CI jobs when default branch (main) is updated by @Syakyr (ccf26e8)
  • GitHub: Updated python-version used by GitHub CI to 3.12.5 by @Syakyr 4342019)
• Fixed issue with micromamba when using non-RunAI processes when initialising within Docker images (ba230ba)
• Fixed typo in README by @Syakyr (8b1419d)

Full Changelog: v0.4.2...v0.4.3

v0.4.2

Added

• JOB_NAME to MLFlow tag, lambda-rised to set_tag function for future tagging in MLFlow by @Syakyr (6e6e507)

Fixed

• Bumped mlflow-skinny to 2.16.0 to resolve issue in mlflow/mlflow#12853 by @Syakyr (787217b)
• Added logger.error(e) to diagnose issues pertaining to failed mlflow_init by @Syakyr (fa0b0ab)
• Removed whitespace behind trailing slash within code examples by @Syakyr (95c573d)
• Changed PATH append to absolute path ${HOME_DIR} in Dockerfiles to resolve pathing issue with gunicorn @Syakyr (8e71403)

Full Changelog: v0.4.1...v0.4.2

v0.4.1

What's Changed

• 0.4.1 updates by @Syakyr in #45
  • Deals with #41 by adding a dummy function for PyTest tests.
  • Adds more direction to some sections of the documentation, such as the README with MacOS.
  • Deals with #43 with regards to the DAG flow.
  • Deals with #42 by adding micromamba option when building GPU images against non-RunAI processes, and bumping most packages to a later version.
  • Changes data-prep and model-training naming scheme for Docker images to cpu and gpu to denote how it is to be used.

Full Changelog: v0.4.0...v0.4.1

v0.4.0

What's Changed

• Moved unsupported YAML and RoCM files to the extras folder for reference
• Cleaned up links and formatting for the guide site documentation

Full Changelog: v0.3.1...v0.4.0

v0.3.1

What's Changed

• [Fix] 0.3.1 - Get GPU image to use GPU resources by @Syakyr in #33
• [Fix 0.3.1] Using cache to store conda env state across pipelines to reduce dev time by @Syakyr in #34

Full Changelog: v0.3.0...v0.3.1

v0.3.0

What's Changed

• GCP backporting by @Syakyr in #22
  • Backporting codes and documentation from https://github.com/aisingapore/ml-project-cookiecutter-gcp-runai
• local docs by @Syakyr in #23
  • Standardising and simplifying documentation format
• Abstracting Pytorch example by @Syakyr in #24
  • Experimental RoCM support
  • Package-agnostic base template to build relevant problem templates from
  • Cosmetic changes for consistency and/or simplicity
  • More explicit methods of deployment depending on use case/availability of infrastructure
  • Refined checks with regards to the cookiecutter input
  • Removed dockerfiles for JupyterLab and VSCode images (moved to kapitan-hull-admin)

Full Changelog: v0.2.2...v0.3.0

v0.2.2

Some fixes and enhancements from v0.2.1

What's Changed

• 0.2.1 fixes by @Syakyr in #16

Full Changelog: v0.2.1...v0.2.2

v0.2.1

Adding fixes and some enhancements to v0.2.0

What's Changed

• Package updates fix by @Syakyr in #7
• 0.2.0 fix (part 1) by @Syakyr in #9
• Fix pytorch dependency by @Syakyr in #10
• 0.2.0 fix (part 2) by @Syakyr in #11

Full Changelog: v0.2.0...v0.2.1

Release for v0.2.0

Changes / Updates:

• Updates for Integration with Coder
• Inclusion of CICD elements
• Bug fixes
• Documentation fixes