Projects
Writeups in machine learning, computer vision, and applied analytics.
Project writeups in machine learning, computer vision, and applied analytics by Bryce Grover.
Each piece shows the data, the modeling choices, and the results, including the parts that didn’t work.
Arctic Shipping Routes Under Retreating Sea Ice
geospatial
clustering
climate
AIS
time series
Courier Assignment and Bottleneck Detection in Urban Food Delivery
network analysis
simulation
geospatial
operations
OSMnx
Curriculum Learning for Dental Disease Detection
computer vision
deep learning
medical imaging
YOLOv8
PyTorch
Predictive Modeling of U.S. Oral Health Outcomes
statistical learning
classification
regression
public health
XGBoost
Residential Electricity Demand Forecasting from Weather
time series
regression
clustering
energy
end-to-end
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