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authorGravatar brett koonce <koonce@hello.com>2018-06-14 21:10:49 -0700
committerGravatar Shanqing Cai <cais@google.com>2018-06-15 00:10:49 -0400
commit71ad57040b6303d2944989c2f78fa35d2a3ff103 (patch)
tree6d3e649713b93a0b0e552611f243b390dc07b772 /tensorflow/contrib/constrained_optimization
parentc4bc35950e23a5c35acfce9e30897bc37ce5c8b5 (diff)
contrib: autograph/constrained_optimization: minor spelling tweaks (#20044)
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Imagine that we want to constrain the recall of a binary classifier to be at
least 90%. Since the recall is proportional to the number of true positive
classifications, which itself is a sum of indicator functions, this constraint
-is non-differentible, and therefore cannot be used in a problem that will be
+is non-differentiable, and therefore cannot be used in a problem that will be
optimized using a (stochastic) gradient-based algorithm.
For this and similar problems, TFCO supports so-called *proxy constraints*,