UmdTask463_DATA605_Spring2026_MLflow_1#465

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davidzxu:UmdTask463_DATA605_Spring2026_MLflow

Commits on Apr 2, 2026

Add project template files
davidzxu
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Commits on May 1, 2026

Setup MLflow environment and implement data loader for Kaggle House Prices dataset (gpsaggese/umd_classes#463)
davidzxu
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Commits on May 2, 2026

Fix docker working directory and begin EDA (gpsaggese/umd_classes#463)
davidzxu
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EDA: Outliers removed and SalePrice log-transformed (gpsaggese/umd_classes#463)
davidzxu
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Commits on May 3, 2026

Commits on May 5, 2026

Complete MLflow implementation and perform example linear and Ridge regression and hyperparameter tuning (gpsaggese/umd_classes#463)
davidzxu
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Commits on May 6, 2026

Update Docker to install MLflow and Jupytext and update files to more optimally write runs to MLflow (gpsaggese/umd_classes#463)
davidzxu
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Commits on May 7, 2026

Fix GIT_ROOT path resolution in run_jupyter.sh (gpsaggese/umd_classes#463)
davidzxu
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Commits on May 8, 2026

Commits on May 9, 2026

Finalizing touches to align tutorial with requirements (gpsaggese/umd_classes#463)
davidzxu
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