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feat: enhance training workflow with model metadata loading and refactor data handling

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- Introduced a new activity to load model metadata from the model store.
- Refactored training logic to utilize new model metadata and improved parameter handling.
- Updated the `TrainModelParams` class to include additional fields for model configuration.
- Replaced deprecated utility functions with a custom train-test split implementation.
- Removed unused utility functions and cleaned up the data manager repository.
- Adjusted experiment tracking to include model-specific metadata in notifications.
This commit is contained in:
vitor-aignosi
2026-03-24 14:39:28 -03:00
parent cf5111e520
commit 342a02d6f7
13 changed files with 242 additions and 465 deletions
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requirements.txt
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@@ -3,7 +3,7 @@ psycopg2-binary==2.9.11
sqlalchemy==2.0.44
boto3==1.40.55
botocore==1.40.55
git+ssh://git@github.com/Aignosi/sientia-model-library.git@0.7.2
/home/grezewave/Documents/projects/sientia/sientia-model-library
git+https://github.com/Aignosi/sientia-dataops-library.git@v1.10.1
prometheus-client==0.23.1
beautifulsoup4==4.12.3