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LDA Demonstration

Linear Discriminant Analysis

~ a dimensionality reduction as well as a classification technique — with applications in document understanding


  • Slide deck can be viewed here.

Notebooks

Link Description
Open In Colab Implementation of discriminant functions and significance testing
Open In Colab LDA — dimensionality reduction plus classification, comparison with PCA
Open In Colab Document understanding ~ Sentiment analysis of reviews using a LDA classifier