PRML Code Docs

Holds code for CYCUEE Pattern Recognition and Machine Learning course. Go to source to see more.

Heads to PRML Code Documentation for details.

Result Reports

Each homework has its result edited, summarized, converted into PDF format stored in my github repository.

HW1 Beans Classification

將瓶子中形狀不一的穀物經過多次搖動後，試圖在不看顏色的情況下進行分類，嘗試如何能夠分出幾種。

Hw1

Generate figures for beans classification result.
Head to report!
Head to source code!

HW2 Pinky Knuckle Dimension Distribution

量取各 20 名男女受測者小拇指指節的直徑並進行數據分布的量測。

Hw2

Pinky knuckle dimension statistical distribution visualization.
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Head to source code!

HW3 Basic Shape Classification

將所有圖形使用 Rough Set Theory (RST) 中的不變特徵：旋轉、縮放、平移，來分類及辨識圖形。

Hw3

2 dimensional shape classification.
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Head to source code!

HW4 Basic demonstration for Supervised Learning Algorithm

仿效 Layer Machines 的運作原理以更簡單的方式呈現其在持續不斷更動 Weight 後期望能夠更貼近最佳解。

Hw4

Basic demonstration for Supervised Learning Algorithm with realtime data visual displaying and config file to set without re-compiling the program.
Head to report!
Head to source code!