Migrate to Lightning + Hydra

What's Changed

• ⚡ Migrate to Lightning and Hydra by @kaylode in #51

Full Changelog: v1.2.0...v1.5.0

v1.2.0

What's Changed

• ✨ Add DVC by @kaylode in #47
• ✨ Add docker workflow by @kaylode in #48
• ✨ add cml report by @kaylode in #49
• ✨ add optuna, Update YAML reader, allows recursive configs Update dependencies requirement by @kaylode in #50

Hotfix for logging system

• Fix loss logging error, which makes the losses have weird patterns

Major update with several new features

What's Changed

• Redirectory, add support for detection, nlp and tabular-related tasks
• Add some useful classes, functions and scripts for object detection, nlp, and tabular-related tasks:
  • Object detection: new metrics and callbacks
  • NLP: data preprocessing, tokenizer, traditional embedding techniques
  • Tabular: data preprocessing, gradient boosting models, explainable AI methods
• Add pytest for development testing and github workflows for testing automation
• Migrate from setup.py (which seems to be deprecated) to pyproject.toml. Allow installation of extra dependencies.
• Add pre-commit configuration for linting

Minor updates and fixes

What's Changed

• Update to V1.0.1 by @kaylode in #41

First release for Theseus

The very first release of Theseus after so many updates.

Notable changes

• Add semantic segmentation task by @kaylode in #10
• Add multiclass segmentation by @kaylode in #13
• SUPER POWER NINJA TURBO NEO ULTRA HYPER MEGA MULTI ALPHA META EXTRA UBER PREFIX -REFACTOR!!!!!!!!! by @kaylode in #7
• Packaging by @kaylode in #40

All changes

• SUPER POWER NINJA TURBO NEO ULTRA HYPER MEGA MULTI ALPHA META EXTRA UBER PREFIX -REFACTOR!!!!!!!!! by @kaylode in #7
• Add design pattern to logging module by @kaylode in #9
• Add semantic segmentation task by @kaylode in #10
• Add multiclass segmentation by @kaylode in #13
• Change some mechanism by @kaylode in #14
• Bump opencv-python-headless from 4.1.2.30 to 4.2.0.32 by @dependabot in #15
• Add mosaic collator for semantic segmentation by @kaylode in #16
• Add embedding projection to classification module by @kaylode in #17
• Add Wandb Logger, add default TextLogger to observer by @kaylode in #18
• add move_to function for easy device mananagement by @kaylode in #20
• [Big Update] Implement separate callbacks class by @kaylode in #21
• fix bug in WandB callback by @lannguyen0910 in #22
• Merge master to subbranch by @kaylode in #24
• Loguru by @kaylode in #25
• Fix loss functions by @kaylode in #27
• Fix small errors in logging by @kaylode in #28
• Rebase branch by @kaylode in #29
• Wandb by @kaylode in #30
• Revert "Wandb" by @kaylode in #34
• Integrate wandb by @kaylode in #35
• Cleanup by @kaylode in #36
• Code Factor by @lannguyen0910 in #38
• add enable to scaler by @kaylode in #39
• Packaging by @kaylode in #40

Contributors

• Thanks to @kaylode and @lannguyen0910 for their first contribution to this release

Full Changelog: https://github.com/kaylode/theseus/commits/v1.0.0