CodeSnippetSearch - search GitHub repositories using neural networks - GitHub Universe 2020

Presented by Rok Novosel, Software Engineer, CodeSnippetSearch.net Hamel Husain, Staff Machine Learning Engineer, GitHub For more from GitHub Universe 2020, visit https://githubuniverse.com In this talk, Rok Novosel and Hamel Husain will present CodeSnippetSearch, a web application extension that allows you to search GitHub repositories using natural language queries and code itself. It uses PyTorch to power deep neural networks which embed natural language queries and code snippets into vectors. Using nearest neighbor search, it can determine which code snippets are most similar to a given query or another code snippet. What's more, a tool like CodeSnippetSearch can allow you to easily explore unfamiliar code focusing on the semantics without getting bogged down in the syntax, which is especially useful when onboarding a new developer onto a project. As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub Thanks! Connect with us. Facebook: http://fb.com/github Twitter: http://twitter.com/github LinkedIn: http://linkedin.com/company/github About GitHub GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com