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Machine_translation
Machine_translation PublicFrom-scratch Transformer (Vaswani 2017) for zh-en translation. Pure PyTorch, SentencePiece BPE, token-based batching, FP16 training, beam search. Trained on WMT17 (~25M pairs).
Python 2
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AKMproject
AKMproject PublicAn R package and Shiny app for exploring the bias-variance tradeoff in polynomial and k-NN regression via Monte Carlo simulation.
R 1
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CSC311_MLProject
CSC311_MLProject PublicCSC311 ML Challenge Project -- Predicting which famous painting a survey respondent is describing — Logistic Regression on 302 mixed structured + TF-IDF features. CSC311 challenge, 90% test accuracy.
Python
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PaintApp
PaintApp PublicA JavaFX desktop paint application with shapes, freehand drawing, selection, undo/redo, image import, and a clean MVC architecture showcasing the Strategy, Command, and Factory patterns.
Java
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