Merge pull request #47 from arjun-rao/patch-1

Fix typo in Readme

Author: Hamel Husain

README.md

@@ -77,7 +77,7 @@ More context regarding the motivation for this problem is in this [technical rep
 
 ## Data
 
-  The primary dataset consists of 2 million (`comment`, `code`) pairs from open source libraries.  Concretely, a `comment` is a top-level function or method comment (e.g. [docstrings](https://en.wikipedia.org/wiki/Docstring) in Python), and `code` is an entire function or method. Currently, the dataset contains Python, Javascript, Ruby, Go, Java, and PHP code.  Throughout this repo, we refer to the terms docstring and query interchangeably.  We partition the data into train, validation, and test splits such that code from the same repository can only exist in one partition. Currently this is the only dataset on which we train our model. Summary stastics about this dataset can be found in [this notebook](notebooks/ExploreData.ipynb)
+  The primary dataset consists of 2 million (`comment`, `code`) pairs from open source libraries.  Concretely, a `comment` is a top-level function or method comment (e.g. [docstrings](https://en.wikipedia.org/wiki/Docstring) in Python), and `code` is an entire function or method. Currently, the dataset contains Python, Javascript, Ruby, Go, Java, and PHP code.  Throughout this repo, we refer to the terms docstring and query interchangeably.  We partition the data into train, validation, and test splits such that code from the same repository can only exist in one partition. Currently this is the only dataset on which we train our model. Summary statistics about this dataset can be found in [this notebook](notebooks/ExploreData.ipynb)
 
   For more information about how to obtain the data, see [this section](#data-details).