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Machine Learning Theory for Physicists

Two examples

Name: Two examples
Start: 2020-12-08T11:00:00+01:00
End: 2020-12-08T12:30:00+01:00
Location: zoom

by Alexander Westphal (T (Cosmology))

Tuesday 8 Dec 2020, 11:00 → 12:30 Europe/Berlin

zoom

Description

"neural_net.ipynb" contains the simple neural network capable of learning a vector-input Boolean function.

usage notes for the handwritten letter learner "nn_MNIST_v2.ipynb":

please download "data.zip" as well, and decompress data.zip into a folder "data" inside the folder, where "nn_MNIST_v2.ipynb" is stored. This is necessary, because "nn_MNIST_v2.ipynb" will load the MNIST handwritten letters dataset from the "data" subfolder.