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Time-Series_Superstore-Sales-Forecasting
Time-Series_Superstore-Sales-Forecasting PublicTime series forecasting of superstore furniture sales using SARIMA (SAS PROC ARIMA), with Python preprocessing
Jupyter Notebook
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ORNL-Poplar-Phenotyping-Analysis
ORNL-Poplar-Phenotyping-Analysis PublicGrowth curve modeling, heritability analysis, and predictive ML (biomass, early RGB-based detection) on ORNL Advanced Plant Phenotyping Laboratory poplar data.
Jupyter Notebook
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DGAN-SoftDTW-Postprocessing
DGAN-SoftDTW-Postprocessing PublicPost-processing framework for GAN-generated synthetic time series using Soft-DTW alignment and ARMA-based statistical evaluation.
Python
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Predicting-Reading-Proficiency-from-Library-Funding
Predicting-Reading-Proficiency-from-Library-Funding PublicPredicting school reading proficiency from public library funding, staffing, and demographics using Lasso, Ridge, Random Forest, and XGBoost (test R² = 0.74).
TeX
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Credit-Card-Fraud-Detection-ML
Credit-Card-Fraud-Detection-ML PublicDetecting fraudulent credit card transactions in a highly imbalanced dataset (0.17% fraud rate) using Logistic Regression, Random Forest, and XGBoost, with SMOTE for class balancing and SHAP for in…
Jupyter Notebook
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