Update 02_Bag_of_Words.ipynb

faisito · web-flow · commit 451c3c7577a6 · 2021-05-07T17:16:29.000-04:00
probably clearer to drop `bow_rep_bin` because it isn't subsequently used. Also, use `fit` instead of `fit_transform`
diff --git a/Ch3/02_Bag_of_Words.ipynb b/Ch3/02_Bag_of_Words.ipynb
@@ -131,7 +131,7 @@
    "source": [
     "#BoW with binary vectors\n",
     "count_vect = CountVectorizer(binary=True)\n",
-    "bow_rep_bin = count_vect.fit_transform(processed_docs)\n",
+    "count_vect.fit(processed_docs)\n",
     "temp = count_vect.transform([\"dog and dog are friends\"])\n",
     "print(\"Bow representation for 'dog and dog are friends':\", temp.toarray())"
    ]

Original file line number	Diff line number	Diff line change
`@@ -131,7 +131,7 @@`
`131`	`131`	`"source": [`
`132`	`132`	`"#BoW with binary vectors\n",`
`133`	`133`	`"count_vect = CountVectorizer(binary=True)\n",`
`134`		`- "bow_rep_bin = count_vect.fit_transform(processed_docs)\n",`
	`134`	`+ "count_vect.fit(processed_docs)\n",`
`135`	`135`	`"temp = count_vect.transform([\"dog and dog are friends\"])\n",`
`136`	`136`	`"print(\"Bow representation for 'dog and dog are friends':\", temp.toarray())"`
`137`	`137`	`]`