Discover and read the best of Twitter Threads about #MLonCode

Most recents (3)

@francesc @vadimlearning First #MLonCode paper presented by @vadimlearning is "code2vec: Learning Distributed Representations of Code" by Uri Alon, Meital Zilberstein, @omerlevy_, and @yahave.

arxiv.org/abs/1803.09473
@francesc @vadimlearning @omerlevy_ @yahave The second #MLonCode paper, also presented by @vadimlearning, is "A General Path-Based Representation for Predicting Program Properties" by ... wait for it ... Uri Alon, Meital Zilberstein, @omerlevy_, and @yahave 🎉

arxiv.org/abs/1803.09544
@francesc @vadimlearning @omerlevy_ @yahave Next, our #ML intern Romain Keramitas, is reviewing the #MLonCode paper "Mining Idioms from Source Code" by Miltiadis Allamanis and @RandomlyWalking

arxiv.org/abs/1404.0417
Read 15 tweets
Today we're at #FOSD, talking about the future of software development with influential individuals in the fields of #MLonCode, #QuantumComputing, and #blockchain technologies.

Follow this thread for live tweeting!
Amazing talk by @KentBeck on how hundreds of thousands of developers could collaborate.

Moving from text transformations to tree transformations. Let's move away from "lines", which come from punch cards, and evolve into something that scales better.

#FOSD
Read 20 tweets
For my first tweet storm, I wanted to share a bit about the @sourcedtech open-source stack and how recent releases and announcements fit into the bigger picture.

In the coming years we believe #MLonCode will start to drastically change developer tooling in the following areas:
* Security & Compliance
* QA & Testing
* API Understanding
* Code Review/Quality

For #MLonCode to make an impact in these areas we believe the following ingredients are needed:
1. Large datasets of millions of repositories (thank you, @github)

To make this accessible to others, we released Public Git Archive:
Read 11 tweets

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