Justin Tunis

[Scorigami @NFL_Scorigami]

HOU 9 - 25 BAL
Final

That's Scorigami!! It's the 1076th unique final score in NFL history.

[Justin Tunis @JustinTunis]

@Fra_Pochetti I did a quick comparison between deploying PyTorch via Lambda Layer vs via Docker and found a slight improvement in cold start times for the Docker version

[Justin Tunis @JustinTunis]

@jeremyphoward @bradfitz something like Cassandra gives you tunable consistency with its replication factor config. It has fast writes, but reads will be slower than an in-memory store

[Justin Tunis @JustinTunis]

@totteh I've thought of something similar. An interface like https://t.co/FhFMVDKExx to crowd-source layman's terms explanations of sections of papers and link them to corresponding code in official implementations. Author approved/written comments would be displayed prominently.

[Justin Tunis @JustinTunis]

@nitishmalhotra9 @rustlang @golang The Option enum is Rust’s way of handling values that could potentially be empty (or null/nil in other languages). By using Option the compiler is able to force you to handle the case in which a value is empty/null rather than getting those null pointer exceptions at runtime

[Contrary @contrary]

Every year, we partner with a dozen startups and work with them heads-down over the summer.

Today, we're announcing our 2020 Accelerator Program. Learn more and apply here: https://t.co/BZyFEmG2jm

[Thomas White @len0killer]

Not wearing glasses anymore. I’ve seen enough

[david chang @davidchang]

The 🐐

[Justin Tunis @JustinTunis]

and we’re back!

[Scorigami @NFL_Scorigami]

BAL 59 - 10 MIA

Final

That's Scorigami!! It's the 1048th unique final score in NFL history.

[Justin Tunis @JustinTunis]

@ada_rob @stevendrozd

[John Urschel @JohnCUrschel]

I really do feel bad for anyone who studied math but didn’t get to take Calculus. You missed out...

[Massimo @Rainmaker1973]

How lighting conditions can induce a different per-frame exposure time in a camera and cause a stroboscopic + rolling shutter effect, well visualized by this gif [source: https://t.co/s0yYOfIAnF]

[Justin Tunis @JustinTunis]

@fchollet +1 for Graph Convolutional Networks

[Justin Tunis @JustinTunis]

@sh_reya watch Begin Again!

[Justin Tunis @JustinTunis]

@GoAbiAryan @williamleif @thomaskipf

[Tai-Danae Bradley @math3ma]

A nice fact I like: Every matrix corresponds to a graph, and so familiar things (e.g. matrix multiplication) have nice pictures! Another nice fact: joint probability distributions *also* correspond to graphs. They have telling pictures, too. New blog post! https://t.co/EP67IhGAr0

[Chris Olah @ch402]

For the last few years, one of the staples of my research has been visualizing individual neurons in vision models. But that's only a partial picture -- neurons work together.

Activation Atlases are a way to explore the space neurons jointly represent.

https://t.co/TEa9WuYBMg

[Google AI @GoogleAI]

Applying reinforcement learning to environments with sparse and underspecified rewards is an ongoing challenge, requiring generalization from limited feedback. See how we address this with a novel method that provides more refined feedback to the agent. https://t.co/PdjltHbgbH

[J. Anaya @janayaqt]

The #SuperBowlLlll halftime show but they actually play Sweet Victory #HalftimeShow #SweetVictory

[Karen Hao @_KarenHao]

It amazes me when people think numbers & math are somehow impervious to inaccuracy, bias, manipulation. Algorithmic bias is very real & I talk to AI researchers *weekly* about their efforts to solve this problem. Here's also my story about this topic. https://t.co/ud6X5B4tQc