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Deep Learning 1: Basic Theory of Neural Network

Post author:Li-Wen Wang
Post published:7th March 2019
Post category:Guided Study

Objectives Deep learning is a recently hot machine learning method. The deep learning architectures are formed by the composition of several nonlinear transformations with the goal to yield more abstract…

Theories of Decision Trees and Random Forests

Post author:Li-Wen Wang
Post published:7th March 2019
Post category:Guided Study

Objectives Decision trees and random forests have been used in our group for some years. It is good to have a review on its basic theory, limitation and recent developments.…

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