Merge pull request src-d#44 from EgorBu/master

Add post about github issue summarization + dataset

Author: vmarkovtsev

README.md

@@ -198,6 +198,7 @@ A curated list of awesome machine learning frameworks and algorithms that work o
 
 ## Posts
 
+* [Training a Model to Summarize Github Issues](https://towardsdatascience.com/how-to-create-data-products-that-are-magical-using-sequence-to-sequence-models-703f86a231f8)
 * [Sequence Intent Classification Using Hierarchical Attention Networks](https://www.microsoft.com/developerblog/2018/03/06/sequence-intent-classification/)
 * [Syntax-Directed Variational Autoencoder for Structured Data](https://mlatgt.blog/2018/02/08/syntax-directed-variational-autoencoder-for-structured-data/)
 * [Weighted MinHash on GPU helps to find duplicate GitHub repositories.](https://blog.sourced.tech//post/minhashcuda/)
@@ -251,6 +252,7 @@ A curated list of awesome machine learning frameworks and algorithms that work o
 #### Datasets
 
 * [Public Git Archive](https://github.com/src-d/datasets/tree/master/PublicGitArchive) - 3 TB of Git repositories from GitHub.
+* [GitHub Issue Titles and Descriptions for NLP Analysis](https://www.kaggle.com/davidshinn/github-issues/) - ~8 million GitHub issue titles and descriptions from 2017.
 * [GitHub repositories - languages distribution](https://data.world/source-d/github-repositories-languages-distribution) - Programming languages distribution in 14,000,000 repositories on GitHub (October 2016).
 * [452M commits on GitHub](https://data.world/vmarkovtsev/452-m-commits-on-github) - ≈ 452M commits' metadata from 16M repositories on GitHub (October 2016).
 * [GitHub readme files](https://data.world/vmarkovtsev/github-readme-files) - Readme files of all GitHub repositories (16M) (October 2016).