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Commit 70a82a56 authored by Michele Alberti's avatar Michele Alberti
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[examples][doc] Add example on MNIST dataset verification.

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...@@ -12,3 +12,4 @@ WhyML, and the CAISAR execution. ...@@ -12,3 +12,4 @@ WhyML, and the CAISAR execution.
:caption: Examples: :caption: Examples:
acas_xu acas_xu
mnist
.. _mnist:
MNIST dataset in CSV format
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theory MNIST
use MNIST_256_2.AsArray as N
use ieee_float.Float64
use caisar.DataSetClassification
use caisar.DataSetProps
goal P_0_1:
let normalized_dataset = min_max_scale true (0.0:t) (1.0:t) dataset in
robust N.model normalized_dataset (0.0100000000000000002081668171172168513294309377670288085937500000:t)
end
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