Code

Probabilistic Linear Discriminant Analysis

My Python implementation of the model in Ioffe (2006). I wrote it so that you can both (1) extract the features you would ordinarily want from plain linear discriminant analysis and (2) classify new data using the underlying probabilistic model. I also wrote unit, integration, and inference tests for sanity checks.

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Google Colaboratory with Unlimited Storage

If you work at an academic institution in the United States, you probably have unlimited Google Drive storage. pull_from_gdrive() and push_to_gdrive() are intended to be conceptually analogous to the pull and push commands in git.

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