typo

word2vec_unsupervised_guessing.ipynb

@@ -473,7 +473,7 @@
    "source": [
     "We see that some of the mistakes the guesser is making are reasonable. The guesser guessed that \"butterfly\" and \"leg\" went together more well than \"butterfly\" and \"throttle\". In the context of the first guess, it might make sense to say \"foot\" goes with \"throttle\" and \"butterfly\" goes with \"leg\" just as much as the other way around.\n",
     "\n",
-    "There are 2 primary things to note. One is that the performance of our Guesser relies somewhat on the competence of the Encryptor. We observe that the Encrypto isn't taking into account that some of its choice words may make sense for multiple keywords, and result in a conflict.\n",
+    "There are 2 primary things to note. One is that the performance of our Guesser relies somewhat on the competence of the Encryptor. We observe that the Encryptor isn't taking into account that some of its choice words may make sense for multiple keywords, and result in a conflict.\n",
     "\n",
     "The other thing to note is that our Guesser is having trouble with scale, as predicted. We see that it often sticks with a word that seems \"most fit\" without really scaling how fit it is to how common the word is. A different heuristic may help with this."
    ]