Project-tutorials

Implementing Transformers from Scratch

A from-scratch implementation of Transformer from the paper, "Attention Is All You Need".

Implementing DPO from Scratch

A from-scratch implementation project focused on Direct Preference Optimization algorithm using PyTorch

Crash Severity Analysis with Public Geospatial Data

Analyze how pedestrian crash severity is connected to driver's visual and built environment using Open POI data and Semantic Segmentation of GSV Images.