Bruno Domingues
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94697215aa
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SIENTIAPDE-1241: Refactor: Improve documentation, exception handling, and configuration in model manager. This commit enhances clarity and robustness by adding detailed docstrings to methods, standardizing exception handling with custom types, and simplifying MLflow configuration.
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2025-10-22 21:48:12 -03:00 |
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Bruno Domingues
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758ffb10b6
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SIENTIAPDE-1241: Fix: Correctly handle feature normalization and denormalization, and add scaler parameters to metadata
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2025-10-22 21:26:11 -03:00 |
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Bruno Domingues
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5789a13023
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SIENTIAPDE-1241: refactor train_model workflow due to I/O errors.
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2025-10-22 15:37:56 -03:00 |
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Bruno Domingues
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ab7c93480b
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SIENTIAPDE-1255: Refactor: Move extra pip requirements to environment variable and use constants for preprocessor steps.
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2025-10-21 09:20:23 -03:00 |
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Bruno Domingues
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52be5c4e8e
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SIENTIAPDE-1255: Improve documentation for split_train_test function in utils.py
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2025-10-20 17:41:05 -03:00 |
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Bruno Domingues
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0dbe179367
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SIENTIAPDE-1255: Add thread-safety documentation and I/O notes to Reports class, improve save_all_sections documentation and error handling.
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2025-10-20 17:38:44 -03:00 |
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Bruno Domingues
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2292ae57cc
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SIENTIAPDE-1255: Add thread-safety documentation and in-place modification warnings to LinearRegressionModel and DataPreprocessor classes.
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2025-10-20 17:27:58 -03:00 |
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Bruno Domingues
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56f3db350c
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SIENTIAPDE-1255: Refactor ModelServing class to improve thread safety, resource management, and documentation. Adds context manager for experiment saving and clarifies thread-safety concerns.
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2025-10-20 17:16:45 -03:00 |
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Bruno Domingues
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56a21a16da
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SIENTIAPDE-1255: Integrate sientia-mlops-library into model-manager, adding model serving, reporting, and updated model definitions.
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2025-10-20 16:55:52 -03:00 |
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