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PRML

This is the repository of my homework in PRML.

HW1

Implement the linear regression model by numpy.

HW2

Implement Fisher's Linear Discriminant Model and linear classification model by numpy.

HW3

Implement decision tree and random forest by numpy.

HW4

Implement k-fold data partitioning and grid searching by numpy.

Final project

I train the Resnet50 with bagging strategy to classify CAPTCHA.