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Practical 3

Machine Learning, spring 2015

Setup

Setup will be the same as last time in practical 1. Please refer to the practical 1 repository, and run the script as instructed last time.

We will use the Torch package gnuplot for plotting; you may use (advanced: recommended to try at home instead or if you have time afterwards) iTorch instead as the script installs it.

Materials

See simple_example.lua for the example mentioned in the "Introduction" part of the writeup, and practical3.lua for the template for the primary task.

See course page for practicals

https://www.cs.ox.ac.uk/teaching/materials14-15/ml/

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Optimization and logistic regression

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