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Aroma: Using machine learning for code recommendation

Thousands of engineers write the code to create our apps, which serve billions of people worldwide. This is no trivial task—our services have grown so diverse and complex that the codebase contains millions of lines of code that intersect with a wide variety of different systems, from messaging to image rendering. To simplify and speed [...]

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The post Aroma: Using machine learning for code recommendation appeared first on Facebook Code.

Making It Easier to Honor a Loved One on Facebook After They Pass Away
Facebook Newsroom
Making It Easier to Honor a Loved One on Facebook After They Pass Away
The loss of a friend or family member can be devastating and we want Facebook to be a place where people can support each other while honoring the memory of their loved ones.
People, Publishers, the Community
Facebook Newsroom
People, Publishers, the Community
Reducing problematic content on Facebook, through the lenses of three key parties.
The Next Phase in Fighting Misinformation
Facebook Newsroom
The Next Phase in Fighting Misinformation
We're exploring new solutions to tackle more false news, more quickly.
Writing Facebook’s Rulebook
Facebook Newsroom
Writing Facebook’s Rulebook
An inside look at how Facebook's policies are debated, discussed and developed.
Remove, Reduce, Inform: New Steps to Manage Problematic Content
Facebook Newsroom
Remove, Reduce, Inform: New Steps to Manage Problematic Content
An update on our ongoing work to keep people safe and maintain the integrity of information that flows through our apps.
Peggy Alford Nominated to Facebook’s Board of Directors
Facebook Newsroom
Peggy Alford Nominated to Facebook’s Board of Directors
Peggy Alford, Senior Vice President, Core Markets of PayPal Holdings, Inc., has been nominated for election to the company's board of directors.
Preparing for Upcoming Indian Elections
Facebook Newsroom
Preparing for Upcoming Indian Elections
As Facebook plays a larger role in civic discussions and debate, we're committed to working hard to prevent abuse on our services, especially during elections.
Working to Safeguard Elections in Australia
Facebook Newsroom
Working to Safeguard Elections in Australia
We're sharing more on our efforts to protect the upcoming Federal Election in Australia.
Facebook Engineering Fair, London recap

We recently hosted our first-ever London Facebook Engineering Fair. The invitation-only event gathered together software engineers, product managers, UX researchers, data scientists, academics, and others working in the technology industry. Several London-based teams gave attendees an exclusive behind-the-scenes look at the products and technologies being worked on by our U.K. engineers. Director of Product for [...]

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The post Facebook Engineering Fair, London recap appeared first on Facebook Code.

Open-sourcing Habana back end for Glow

WHAT’S NEW: The first experimental back end for our Glow compiler and runtime project, designed to target Habana’s existing hardware accelerator. This back end is the first to customize for various vendors’ accelerators. Learn more about how hardware makers are working with our compiler and future plans for Glow. WHY IT MATTERS: Glow’s open source [...]

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The post Open-sourcing Habana back end for Glow appeared first on Facebook Code.

PyTorch-BigGraph: Faster embeddings of extremely large graphs

WHAT IT IS: A new tool from Facebook AI Research that enables training of multi-relation graph embeddings for very large graphs. PyTorch-BigGraph (PBG) handles graphs with billions of nodes and trillions of edges. Since PBG is written in PyTorch, researchers and engineers can easily swap in their own loss functions, models, and other components. Read [...]

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The post PyTorch-BigGraph: Faster embeddings of extremely large graphs appeared first on Facebook Code.

The Hunt for False News: EU Edition
Facebook Newsroom
The Hunt for False News: EU Edition
In this edition of “The Hunt for False News,” we'll look at a few pieces of false news that recently circulated on Facebook in the EU — both some we’ve caught and some we took action on too late.
A Conversation with Mark Zuckerberg and Mathias Döpfner
Facebook Newsroom
A Conversation with Mark Zuckerberg and Mathias Döpfner
Mark Zuckerberg's second conversation of his 2019 personal challenge
Getting Input on an Oversight Board
Facebook Newsroom
Getting Input on an Oversight Board
We're opening a public consultation process to help us answer questions around a new way for people to appeal content decisions to an independent board.
Removing Coordinated Inauthentic Behavior and Spam From India and Pakistan
Facebook Newsroom
Removing Coordinated Inauthentic Behavior and Spam From India and Pakistan
We've removed Pages, Groups and accounts for violating Facebook's policies on coordinated inauthentic behavior or spam.
Why Am I Seeing This? We Have an Answer for You
Facebook Newsroom
Why Am I Seeing This? We Have an Answer for You
We're introducing “Why am I seeing this post?” to help you better understand and more easily control what you see from friends, Pages and Groups in your News Feed.
More Clarity, More Control
Facebook Newsroom
More Clarity, More Control
The design thinking behind our new feature — “Why am I seeing this post?”
Four Ideas to Regulate the Internet
I believe we need new regulation in four areas: harmful content, election integrity, privacy and data portability.
A Better Way to Learn About Ads on Facebook
Facebook Newsroom
A Better Way to Learn About Ads on Facebook
We're rolling out an improved Ad Library that brings greater transparency to all ads on our platforms.
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Albert Einstein
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