Tensor Considered Harmful, by Alexander Rush

TL;DR: Despite its ubiquity in deep learning, Tensor is broken. It forces bad habits such as exposing private dimensions, broadcasting based on absolute position, and keeping type information in documentation. This post presents a proof-of-concept of an alternative approach, named tensors, with named dimensions. This change eliminates the need for indexing, dim arguments, einsum- style unpacking, and documentation-based coding. The prototype PyTorch library accompanying this blog post is available as namedtensor.

Thanks to Edward Z. Yang for pointing me to this "Considered Harmful" position paper.

Why all the secrecy?

If you follow the news in Toronto or if you’re interested in technology, you’ve probably heard of Sidewalk Toronto by now. It’s a joint project of Sidewalk Labs, a sister company of Google, and Waterfront Toronto. This is the tech giant’s first foray into urban development and infrastructure, with Toronto hosting the pilot project. In […]

The post Civic Tech: We tried to get a copy of the Sidewalk Toronto agreement appeared first on Torontoist.

When you submit a website to search engines, most search engines automatically crawl websites looking for links and popularity of the sites they crawl to determine how they list on search engine results, one site that doesn’t is DMOZ. Also known as the Open Directory Project or ODP, this directory is entirely monitored by people (volunteer editors), this means that you have to submit your site and wait for somebody to physically look at your site. This process can take weeks, months, or even in a few cases years, so why bother with this site at all?

'Think outside the box': How public transport will change as lockdowns are eased  Yahoo News Australia

1. Jackie Trad to stand aside from ministerial duties  Courier Mail
2. Queensland Deputy Premier to stand aside from ministerial duties over corruption probe | ABC News  ABC News (Australia)
3. Queensland Treasurer Jackie Trad stands aside as CCC investigates  NEWS.com.au
4. Editorial: Premier, Queensland needs a new treasurer now  Courier Mail
5. Analysis: Latest investigation not a good look for Jackie Trad  Courier Mail
6. View Full coverage on Google News

Coronavirus test kits used in Tanzania were dismissed as faulty by President John Magufuli on Sunday, because he said they had returned positive results on samples taken from a goat and a pawpaw.

Michael McEwan speaks to Jill Keegan, Community Development Adviser with Outside the Box, an equalities charity that focuses on community development support across Scotland and the UK.

Transcript of episode

Music Credit: Make your dream a reality by Scott Holmes

Michael McEwan speaks to Linda Mitchell from the Scottish Commission for Learning Disability (SCLD) about IASSIDD - the World Congress of the International Association for the Scientific Study of Intellectual and Developmental Disabilities, which is being held in Glasgow on 6-9 August, 2019.

IASSIDD Congresses are the leading international research and practice meetings in the field of intellectual and developmental disabilities.

The Congress theme is Future4All.

Transcript of episode

Music Credit: Make your dream a reality by Scott Holmes

On 16 September 2019, Iriss attended the launch of the Scottish Social Services Council's (SSSC) Careers in Care website which was created to highlight the wide variety of career opportunities available in the sector.

The resource demonstrates how people can build a career working with children and young people, in social services and healthcare settings, or as a social worker.

We spoke to social services practitioners who shared their career stories for use on the website.

In this first episode of three, Greg and Elaine, two residential care managers tell us about their journeys into careers in care. Charlotte and Tasha, two young people supported at the residential home, also provide their views on what it takes to be a residential care worker.

Transcript of episode

Music Credit: Make your dream a reality by Scott Holmes.

Since the founding of Creative Commons (CC) in 2001, we’ve been supported by like-minded organizations and individuals who value open access, the open community, and the global commons as much as we do. As we near our 20th anniversary, we are reflecting on the past and planning for the future. What better way to do … Read More "Open Access in Practice: A Conversation with President Larry Kramer of The Hewlett Foundation"

The post Open Access in Practice: A Conversation with President Larry Kramer of The Hewlett Foundation appeared first on Creative Commons.

And this is without even considering the Trump Memes which are even less presidential, but at least those are made by the people, not the Commander-In-Chief himself.

These people are not afraid to carry on hilarious protest signs and tell the world what they really think of Donald Trump's Presidency. Via: Sad and useless  

Why do politics always make for the best meme material? We'll just let the politicians speak for themselves. 

In case you missed last night's democratic presidential debate, then we'll give you a little run down: Cory Booker accused Joe Biden of being high, Amy Klobuchar claimed she raised a crap-load of money from her ex-boyfriends, and Biden made an, uh, brain-dead comment about domestic violence. 

Scroll down to watch some of the highlights and view some of the internet's reactions!

PotterCast is back with episode 218! In addition to the latest Harry Potter news, we have a treat this week bringing you the writer, crew and actors of the PotterCast Acting Troupe! Learn in this episode how to download the FULL Albus Potter and the Founders Fountain!

Episode 218 — Inside the Acting Troupe Studio

Find the latest episode and explore PotterCast interviews, discussions and more at PotterCast.com

Visit the-leaky-cauldron.org for the latest and greatest from Harry Potter's Wizard World.

PotterCast is back again with episode 245, featuring speculation on JK Rowling's new book and new fandom favorite, The Hunger Games' upcoming film! Book spoilers for The Hunger Games are all over the second half this episode, you've been warned!

Episode 245 — Buttercup Kills President Snow

Find the latest episode and explore PotterCast interviews, discussions and more at PotterCast.com

Visit the-leaky-cauldron.org for the latest and greatest from Harry Potter's Wizard World.

In the wake of the Grenfell Tower fire in London, where 79 people died or are presumed dead and many more were injured, serious concerns and questions around flammability of exterior cladding, the lack of fire sprinklers and the notion of “shelter in place,” among other subjects, have been brought to the forefront by the news media and the public at large. Jim Pauley, president and CEO of the National Fire Protection Association (NFPA), addressed these troubling fire safety issues in the upcoming edition of NFPA Journal, the association’s membership publication, which will be officially released next month.

As the title states, game is currently $49.99 and finally available for ordering. Add it to your cart plus 2 other $49.99 games, make sure the other 2 are shipped. Either keep them all for around $35 each, or cancel the other 2 games and end up with RE3 on day 1 for $35.

https://www.target.com/p/resident-evil-3-xbox-one/-/A-79468974

https://www.target.com/p/resident-evil-3-playstation-4/-/A-79468973

With wildfire season already starting in some regions of the United States and around the corner in others, now is the time to start thinking about your physical and financial preparedness.  To help you be better informed, NFPA is hosting two free

When Portland, Oregon reconfigured the roadways in the Central Eastside community, a 9,000-square-foot berm space was leftover from the move. To make the most of the small and oddly shaped site, Key Development teamed up with local architecture firm Skylab and Andersen Construction to use cross laminated timber (CLT) in the construction of Sideyard, a mixed-use development. The CLT components were prefabricated in a factory and then transported on-site for final assembly, a modular process that streamlined the building process and boasts environmental benefits.[...]

At The Nation, Atossa Araxia Abrahamian has a provocative piece that imagines how future historians may come to write the story of the Covid-19 pandemic. The speculative history takes the form of a “best-case” scenario that serves as both a challenge and a salve, an inspirational fantasy to help balance out the more easily imagined […]

4life Products are great. But lets face it you want to be able to sell as much of them as possible. Obviously the more you sell the more you make. However there are challenges selling 4life Products, right? Well this article will give you some tips to prosper.

Before we get into this let me get one thing straight: you need to forget everything your up-line has told you. It does work for them and has worked for others but in general it is hard to get any results.

Should you be social bookmarking for SEO? Is it worth the effort that is required? I am going to give you 3 points to consider and answer this question for you in this article.

“Can I get these double-sided?”

- A client asking for fridge magnets.

On Wednesday, the Supreme Court will consider yet another case regarding whether employers can decline to cover contraceptives in their health care plans. Reproductive rights groups warn that depending on the outcome of the case, tens of thousands of American women could lose vital contraceptive coverage. The case, Little Sisters of the Poor and Paul Home v. Pennsylvania, involves a 2017 Trump administration rule change that significantly broadened who can claim an exemption to the Affordable Care Act (ACA) contraceptive coverage mandate. The 2017 rule change, issued without a notice of proposed rulemaking or public comment opportunity, expanded the scope of religious exemptions and added an additional moral exemption claim. States had successfully challenged the rule, calling it a violation of the constitution, federal anti-discrimination law, and the Administrative Procedures Act (APA). A federal appeals court issued an injunction, preventing the Trump administration from enforcing the rule until the case was decided. Both the district court and the Third Circuit U.S. Court of Appeals affirmed that states were likely to succeed on their APA claim. The court will now consider whether the Little Sisters of the Poor have standing and whether the Trump administration lawfully exempted religious objectors from the […]

I bless your timeline with inside out Fezzik! #cat https://ift.tt/39Q0Esz

This day and age, most people have more than one income source to afford the lifestyles they want (and to pay for things they need). Working a full-time job and supporting a family can take up a great deal of time and energy, which is why most opt to start a side hustle. From cutting...

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The latest episode of “We Roar” features Cecilia Rouse, dean of Princeton's Woodrow Wilson School of Public and International Affairs.

Ali Nouri, a 2006 Princeton graduate alumnus and president of the Federation of American Scientists, is the latest guest on the "We Roar" podcast.

Princeton will decide in early July whether the undergraduate teaching program will be online or residential in the fall term. The University is exploring ways to safely and responsibly reopen Princeton’s laboratories, libraries and other facilities when state law permits. 

The veteran executive served as the programming block's creative director at its launch in 2001.

The post ‘Harvey Birdman, Attorney at Law’ Co-Creator Michael Ouweleen Is Named Adult Swim President appeared first on Cartoon Brew.

President and CEO of the World Wildlife Fund, Carter Roberts, appears on the “All for Earth” podcast to discuss his organization’s global and multi-dimensional work to protect all aspects of the environment.

With the the 52nd annual Idaho Potato Conference and Ag Expo in Pocatello serving as a backdrop, Idaho Congressman Mike Simpson, U.S.

I was asked by a visitor how he could make a button run a server-side script (such as a PHP, Perl or Python script). This article answers that question.

Sometimes you have to try something different . Chesterfield area is not all Peak District pretty . Nor is full to the brim with pretty stone cottages . Stone walls fields and Bluebell Woods . There is another side . The A61 divides the two halves . The P

When I visited China for the first time many many years ago. I remember going to a place that I really liked but couldn't remember what it was called. I remember me and one of the guys I travelled with sat at an outside bar by a lake and it was really nic

Researchers have created a version of Mario that experiences basic emotions – now he needs a purpose that affects the real world

• It’s-a-me, Mario! And soon I’ll be playing my games without your help …

January is traditionally a fairly sleepy month, current affairs-wise, but a horrified gawp at the news confirms that 2015 has already had one heck of a morning. Clearly it takes a lot to knock a garish underage sex allegation involving Prince Andrew off the news agenda, but the Parisian terror attacks managed it, partly because the horror of it all warranted such blanket coverage, but also because the resulting conversation about freedom of speech is taking up so many column inches, there’s scarcely room to run anything else. There hasn’t been this much furious debate about the merits of a cartoon since the introduction of Scrappy Doo.

(Fun imaginary scenario: in a bid to revive their flagging ratings, ITV launch a live, feelgood Saturday night version of Celebrity Pictionary. But chaos ensues when Paddy McGuinness pulls the first card from the deck to discover it requires him to sketch the Prophet Muhammad.)

Levine is making the rounds to make the case for baseball in the time of the coronavirus pandemic.

Vitor Constâncio spent eight years as the vice president of the European Central Bank. In an interview, he explains why not him or outgoing ECB head Mario Draghi are to blame for negative interest rates in the eurozone.