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Fix a couple of grammatical errors #1344

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May 22, 2017
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Fix a couple of grammatical errors #1344

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4 changes: 2 additions & 2 deletions docs/notebooks/gensim Quick Start.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -134,7 +134,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Because our corpus is small, there is only 12 different tokens in this `Dictionary`. For larger corpuses, dictionaries that contains hundreds of thousands of tokens are quite common."
"Because our corpus is small, there are only 12 different tokens in this `Dictionary`. For larger corpuses, dictionaries that contains hundreds of thousands of tokens are quite common."
]
},
{
Expand Down Expand Up @@ -290,7 +290,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"The `tfidf` model agains returns a list of tuples, where the first entry is the token ID and the second entry is the tf-idf weighting. Note that the ID corresponding to \"system\" (which occurred 4 times in the original corpus) has been weighted lower than the ID corresponding to \"minors\" (which only occurred twice).\n",
"The `tfidf` model again returns a list of tuples, where the first entry is the token ID and the second entry is the tf-idf weighting. Note that the ID corresponding to \"system\" (which occurred 4 times in the original corpus) has been weighted lower than the ID corresponding to \"minors\" (which only occurred twice).\n",
"\n",
"`gensim` offers a number of different models/transformations. See [Transformations and Topics](https://github.com/RaRe-Technologies/gensim/blob/develop/docs/notebooks/Topics_and_Transformations.ipynb) for details."
]
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