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Add pipeline scripts, tests and deps
Add end-to-end pipeline and utilities: new scripts for preparing processed data (scripts/prepare_processed_data.py), running the full ML pipeline with MLflow and XGBoost (scripts/run_pipeline.py), and simple tests for FastAPI and pipeline phases (scripts/test_fastapi.py, scripts/test_pipeline_phase1_data_features.py, scripts/test_pipeline_phase2_modeling.py). Update pyproject.toml to add FastAPI, Gradio, protobuf, pydantic and a uv workspace member. Minor notebook cleanup (clear execution count and switch kernel display name) and refresh uv.lock to include updated dependency resolutions.07e37a4