skysight-inc/HackerNews huggingface dataset:
What's the main idea behind this?

EDIT: oh, instead of defining a color scheme with regexes (which kinda sucks), you would define colors based on the semantics given by the language service. That would be extremely nice indeed.
Short answer - there is no expectation for this except as a true up to avoid dilution (expectation... not requirement). My mildly informed longer form answer is yes, practically speaking, a Company can issue incremental options at its management's discretion (with required grant approvals from the board); however, experience tells me that while this does occur, it occurs rarely, so it is not an expectation. Incremental grants I have been exposed to are used as true-ups to net out dilution, which I would characterize as an "expectation". Options are used for retention, to incent high performance, and to attract talent. A Company doesn't have unlimited options to hand out and has to allocate grants carefully.
I mean, you could write "Bancor, One of the Most High-Profile Initial Coin Offerings, Has Crashed 50%"

Then it's informative to readers who know what Bancor is and those who don't.
Apologies if I bring up things that can be found in the paper at a more careful read, but I probably won't have time to go through it properly before this HN post goes cold.
I think I have fairly good notion of what you're doing though.

I share your expectations for an averaging ensemble, which is after all still for most purposes a single model, but let's say I'm concerned precisely about people trying to fool my networks like this and one of the things I do is check the consistency of answers between different models and if they mismatch over a certain threshold I might flag that for an extra check by releasing the hounds or something.

In that context I think it's of interest how the perturbation features you develop affect networks created with similar technology but different choices of architecture and hyperparameters. Are the foreign pertubations neutral there or do they have an effect? If there is an effect, to what extent is it consistent?
To what extant can they be superposed in a way that is manageable for getting predictable results for different networks simultaneously?
What fraction of the available texture area do you need to affect to get a reliable misclassification, and what is the 'perturbation capacity' of the available area?
That last one I think is particularly interesting in your case where presumably you put much more constraint on the texture by requiring that it works for multiple viewpoints.

I totally respect if you, or indeed anyone, can't answer those questions yet, because of focus and stage of research. Personally I have only followed adversarial attacks very superficially so far, because IMO before what you just released it was a point of concern for the mechanics of the ANNs (and inspiration for some good ideas) but for practical purposes more of a curiosity than a demonstrated real concern in applications. (If you're allowed to show people deceptively crafted scenes from exactly the right perspective point they fail too. Just look at Ames rooms. But good luck making that into a significant real-world exploit on humans.)

Any publications you'd care to recommend in the transferability subfield?
Very excited for HTTP/2 support to finally make it to HAProxy.
Then how do you explain Apple making their own SoC?
Being available for your coworkers is as important as pure technical competency even more so in a corporate environment.
BTW - someone please make a sane UI or config tool for webpack and post it to github.
Then I think you're really going to need to educate us about what EDN really is ...
Consider upgrading. Ng2/4 fixes a lot of major issues in ng1. It takes you a week or so but you'll have a solid foundation for the future. And it's as i said more economic than doing a full rewrite to react/vuejs (of course VueJS is sexy as hell)
Often (in the scientific computing communities that I am in) large tensor contractions are done by reshaping tensors into matrices, transposing, and using matrix multiplication. The contraction time can change dramatically based on the order one contracts the tensors and the relative sizes of the tensors. It seems this just uses a large nested for loop - how does this strategy compare to using dedicated matrix multiplication algorithms?
Previously: https://news.ycombinator.com/item?id=11315711
I want to respond to your post but I sincerely can't tell what argument you're making here, too many layers of what I'm reading as sarcasm.
Even if they're an indirect result, they're a result of it.
Still a fan of 1.x, not sure why they think new major versions will convince me to move forward.
I'd second this, but I'd add:

1) Be careful. Don't overdo it, make sure to warm up properly and don't push too fast up the grades. I ended up having shoulder surgery and 8 months of physio.
2) I found to really get the most from bouldering you need to do some cardio exercise as well. Cycling is a pretty good low-impact option.
Agreed. Ember does a great job with documentation.
You know John De Goes is a massive Haskell proponent, right?
Ehh, my 3d printing stock fell to about 10% of its value. It happens in every market - just make sure you are diversified... especially if you are investing in high risk markets.

Edit: I'm probably getting downvoted because I'm comparing IPOs to ICOs. They are significantly different and everyone should beware of scams.
I am in the same boat as you. I was in love with Angular 1 and when Angular 2 was announced I was very much disappointed. There was not one redeeming things about A2 IMO, just a huge clusterfuck which is still growing with every version.

Also never liked React. The whole JSX and everything is just isn't for my taste. I'm speaking as a solopreneur who likes launching a new site every month. Anyway, so a friend suggested Vue and this framework brought me actual joy. It is everything I was hoping to see in Angular 2 and better.

Seriously, if you like A1 but not a fan of A2 or React then Vue is definitely up your alley.
It is very naive to think that AI programs in most of universities is anything other than writing code and pretty lousy one.

Do you know that it was possible to get a PhD in genetic sequencing not a very long time ago from very serious schools? That's right, what today can be done by a random student or a random outsourcing shop in a third world country used to be a PhD worthy specialty.

In 5 years today's ML/AI PhDs would be in the same peculiar position as PhDs of genetic sequencing.
Have you tried a black box attack using transfer learning on a production system ?
The SEC might say otherwise. There are plenty of civil and criminal options for recourse if they simply "walk away".
AR/VR would definitely make sense. Especially in some sandbox mode where you can place models around you, having a quickly accessible library of low poly models integrated would be awesome.
Adopting and enforcing usage of semver across teams helps tame some code cowboys that think they can change their library and everyone else should just adjust to their new API. I found it very useful for documenting API changes on an intra-company dependency where the library developers said, "Oh we don't change the API", but actually changed the API in backwards-incompatible ways all the time and made everyone downstream change their code on every release.
Yes, unfortunately I know more than I wish I did about their activities. In the grand scheme of things though, i thing their influence is waning.
Great story, but can you make it relevant somehow to the discussion about interviews?
Its incredibly sad how little attention work like this gets here, and while it may be a waste now, a day later to post this, I'll leave this link in the hopes that some one sees this later. The author is one of the members of this magazine, and they do serious, rigorous work, from the left, on technology.

https://logicmag.io/

Check it out, it'll be worth your time.
Their bond prices are plummeting on this earnings release. The rope may be running out.
Why do so many cryptocurrency projects seem so meta?

Platforms for creating platforms, coins for creating coins.
(22) Not FAKE NEWS?LETS KILL ALL THE ISLAM FAIRY,S
You're not arguing particularly convincingly ...

If you want to explain what an edn really is the I'm happy to listen.
No, when I buy stock the company has obligations to me as a shareholder. There is nothing but disclaimers if I buy into an ICO.
I've been hearing this from multiple places. Seems obvious after some talks and HN articles.
For icons and fonts:

http://cssicon.space/

https://fontawesome.com/

https://thenounproject.com/

http://ionicons.com/

https://zurb.com/playground/foundation-icon-fonts-3

http://s-ings.com/typicons/

http://fontello.com/

https://useiconic.com/

https://material.io/icons/

https://fonts.google.com/
Perhaps that is their secret sauce?
Scientists Have Mathematical Proof That It's Impossible to Stop Ageing
Just because a lot of other people on the market make fragile phones doesn't change the fact the that the iPhone is also fragile.
> There is actually another problem when you want to develop reusable UI component library project is that you have to inline style files and template file into ts component.

We have a webpack-based process, and using the angular2-template-loader will take care of this for you. Unfortunately, webpack and aot don't mix well.
> More so than junior developers? In my experience, "junior programmer" means you'll do ten times the work for one tenth the salary - and everyone will treat you like an idiot on top of that (because, hey, if you were smart you wouldn't be a junior, amirite?).

Still pays more than a grad student.
To clarify a little Chuck's projects were not rewrites in the usual sense, but they can still be read that way, as derefr suggests. His famous BASIC compiler for example was an implementation of BASIC, something that's been done a thousand times before but Chuck's was not a rewrite of any particular program.

Much of Chuck's code reduction comes from simply not implementing parts of the problem that most people would not think of eliminating. Other parts he will eliminate that most people would think inconceivable to eliminate.

Other "secrets" of Chuck's ways are that he uses the CLI as a front end, or, spends a great deal of time working on an algorithm and finds a simpler way that is good enough in the application he's working on today. So instead of spending time optimizing for speed or modularity he's willing to specialize his subroutines per application to optimize for concision or simplicity. Somewhat like Woz's optimization to save chips.

I bet most people who investigate Chuck's methods will feel disappointed that the methods don't seem as clever as the end product. What I think most people can take away from Chuck is skepticism about the utility of most programming technologies, which do automate tedium but tend to substitute their own architecture and complexity, for a net loss.
> since I can’t wait on the compiler to test a new enemy behavior or GUI layout.

Clojure is compiled, isn't it?
Microsoft Just Made Its First 3-D Printing Investment in This Startup
CyberArk (Conjur team) | Front End/Backend/DevOps/Security | REMOTE (or ONSITE Newton, MA) | FULL-TIME

The CyberArk Conjur team helps people write super reliable software that's hard to hack. We're building tools that make the best security practices convenient for developers, ops, and security teams.

We're looking for people that care about accessibility, security, and solving problems at both human and global-machine scales. We primarily use Ruby and JS but also pretty much anything new and interesting in the devops space.

conjur.org (our secret service, AGPLv3)
https://www.conjur.com/careers/engineering/puzzle (our coding puzzle)
I feel like I should cancel my reservation of Tesla Model 3. Something tells me that subscription-based autonomous cars will be here before my Model 3 and will render purchasing cars useless. Anybody in a similar boat?
wow this is huge: https://www.haproxy.com/blog/dns-service-discovery-haproxy/
h2 only on the frontend, as expected.
Tesla best car I ever owned. I will wait 6 months if that what it takes for perfection.
Draco looks exactly what I need actually -- thank you!
You could substitute Apple with Wal-Mart in your comment and every bit would be just as true.

Sometimes forcing your supply chain to pinch every penny works out the best for your shareholders.. sometimes focusing on quality products pays off more in the long run.

Time will tell.
Personally, I've had much more luck with the manual font identifying tools which ask you specific questions about the letters you have. Mostly because often the font I'm looking for is on an image with a lot of noise and these automatic systems have a hard time isolating the letter.

http://www.identifont.com/

https://www.fonts.com/id/by-sight
I got mine back fairly quickly, for what it's worth.
AHaH Computing–From Metastable Switches to Attractors to Machine Learning (2014)
How to Fix Facebook? We Asked 9 Experts
Show HN: Kubecmd execute anything easily on your kubernetes apps
> exceptionally complicated and hard-to-modify

As an exceptionally mediocre programmer who routinely creates extensive admin customisations I dispute this.

Seriously. Where does this meme come from? The admin is remarkably easy to customize for the most part. It's biggest flaws are incomplete documentation and a few monolithic methods/templates mostly around changelists.
Telaria | Software Engineer | Mountain View, CA | Full-Time Onsite | https://telaria.com

At Telaria, we make the software premium publishers rely on to unlock the fullest value of their video content. Our engineering team is a full stack organization dedicated to working hard and having fun. The Product team hands us the roadmap, and we make it happen from design to build to production to keeping our revenue-critical systems up and running. We're close to the customers and have the reward of seeing our work being used immediately. We take pride in the reliability and scalability of our platform, as well as our pace of implementation. We are a small and efficient team building out a solution in a new space with lots of green field ahead of it.

We are looking for a Software Engineer (1-3 years experience) to help us build tools and enhance our platform, which, processes 5+ billion events and generates multiple TBs of data per day. Candidates should be passionate about growing as an engineer, learning different technologies, contributing to the full stack, and solving complex problems revolving around real-time decisioning and large data systems.

Tech: Java, Javascript, Other scripting (python/perl/etc.), SQL, Solr, Big Data technologies, and AWS tools (EC2, S3, RDS, Redshift, DynamoDB, EMR)

If interested, email areid [at] telaria.com
I've heard he just types it in from memory when he needs it.
Infoxchange | Development Team Lead | Melbourne Australia | ONSITE | Full Time

--

Infoxchange is a not-for-profit social enterprise that has delivered technology for social justice for over 25 years. With over 100 staff across Australia and New Zealand we tackle we tackle the biggest social challenges through the smart and creative use of technology.

We work with community, government and corporate partners to solve family violence, homelessness, mental health and issues facing ageing, disabled and Indigenous communities.

--

This role is responsible for process and people management of that team, as well as performing development activities on those products / codebases.

Delivering functionality enhancements, technical maintenance, and resolving defects on Infoxchange's Directory, Referral, Open Data, and Website products / infrastructure.

- Primary language used across modern products is Python.

- Open source tooling pretty much across the broad and very much promote public contributions and engagement.

- Highly automated environment with strong CI/CD capabilities.

- Lots of interesting tech across our applications and hosting (ElasticSearch / ELK Stack, GitLab, Puppet, Docker, Kubernetes, PostgreSQL and the list goes on...)

- We give and actively participate in lots of talks / meetups.

- Absolutely minimal bureaucracy and I'd say that everyone in the organisation truly cares about what we deliver and our impact.

- Ops team (my team!) works very closely with developers and there's a very social atmosphere.

--

Infoxchange | Senior Ops/Systems Engineer | Melbourne Australia | ONSITE | Full Time

We'll also shortly be seeking an experienced Ops Engineer to join the team I lead, so if you know of us via the work we do or the technologies we're involve or contribute to it's probably worth getting in contact if you're more in the ops / devops (with Systems / Ops focus) space.

--

Contact us here: https://www.infoxchange.org/au/contact or email recruitment (at) infoxchange.org
R121 | Full Stack Developer | San Diego, CA | On-site | 3-month contract

We are building a learning platform from scratch and need a Full Stack Developer with experience in Java and NoSQL. Local to San Diego only. Work examples will be required.

If you are based in San Diego, CA and are interested, please apply at http://r121.com/job/java-full-stack-developer/
So Netflix homepage, not signed in, has no React. It is the page that doesn't even need React.

If you are signed in, then you will not see Netflix landing page and go straight to their app which has React.

I feel people are misunderstanding what Netflix meant in their tweet.
In this case it's not about Disney. The question is Harry Potter the best possible Harry Potter story? Handing artists full control means ever larger sections of culture become ever more limited as there are now gatekeepers preventing others from improving on said work.

We are hollowing out our culture by allowing not just artists, but companies to control ever larger chunks or our zeitgeist forever.

Remember, distribution is no longer limited. Platforms like YouTube mean anyone can reach everyone on the planet for free.
Grio | Software Engineer | San Francisco, CA | ONSITE, FULL TIME | http://grio.com/

We're looking for another Mid/Sr. level Android developer, as well as some
frontend JS (esp. React) developers.

Grio is a San Francisco web and mobile app studio. We've been around for almost
10 years and we're all about quality software, doing the right thing for our
clients, and maintaining a collaborative, fun community. We work on both web and
mobile software projects. The Grio office is located at the corner of Montgomery
and Market in downtown San Francisco. It's a very nice space.

* Sr. Android Developer: https://grio.workable.com/j/463C971812

* Android Developer: https://grio.workable.com/j/51FB23B403

* Sr. Web Developer: https://grio.workable.com/j/85C9859BFF

* Web Developer: https://grio.workable.com/j/0361548701

* All jobs: https://grio.workable.com/
This is false. Angular 2 is a remarkable improvement over Angular 1. I started off with Angular 2 and Angular 1 code makes me want to barf. Typescript is a major improvement over vanilla javascript.
Drip + Leadpages (www.Drip.com) - Minneapolis, MN | Full Time | ON-SITE | Now Hiring Senior Ruby on Rails Developers and Senior Front-End Developers!

Drip + Leadpages is a Minneapolis-based early-stage tech company that is focused on marketing automation and conversion optimization products.

What we’re using…

We are super busy scaling one of the MarTec industry’s most impressive marketing automation platforms to date. It’s a beautiful Ruby app that’s built on Rails 4 (soon to be Rails 5!), AWS, JSON, Sidekiq, Redis for caching, ElasticSearch, Ansible, Flight, PostgreSQL, and Vanilla JS. Spoiler alert: we’re in the process of introducing Elm to our stack, too!!

If anything caught your eye, we’d love to hear from you! We currently have opportunities available for:

- Senior Front-End Developer => http://bit.ly/2gUMMna

- Senior Ruby on Rails Developer => http://bit.ly/2hwUWCR

These are all full-time positions with excellent benefits including Medical, Dental, Vision, 401k (+match), Open PTO, Flexible Schedules, and more! We even offer generous relocation packages to help you relocate to beautiful Minneapolis, MN, if you are open to relocating.

Interested in emailing us directly? You can reach me at Tiffany@Ave81.com (no agencies or 3rd parties, please!)

Let’s build something awesome!
I'll keep asking ;-).
> last few releases

By "last few" you mean "since about Django 1.4" in 2012
GroupText is via MMS, so these group text are routed via ATT MMSC. Which is shit.
The idea that you're calling middle class suburban experience "diversity..." woo boy.
Ummm

> Some lines are at only 500 cars a week. Namely the battery pack assembly, body shop welding and final vehicle assembly.

of those, the battery pack is the big issue.

From Gabrielle Coppola, bloomberg's auto analysts:

> The biggest production constraint by far is the battery module assembly. A systems integration contractor dropped the ball, and Tesla only realized they dropped the ball until very recently. Tesla had to rewrite all the software from scratch, Musk explains. That's what he and CTO J.B. Straubel have been focused on.
Can't wait the release to push it to production servers. Once again HAProxy offers a great software and great evolutions.
We are an experienced self-managing team of two who specialize in delivering complex custom-built web applications.

Read more on http://codetree.co

---

Location: Central Europe

Remote: Yes, since the beginning of our careers

Willing to relocate: No, but we visit early and often

Email: ivor[@]codetree[.]co

---

IVOR REIC | FRONT-END, UX DESIGN, CONVERSION, RETENTION

Tech: Javascript (ES6+), React, Redux, d3, Webpack, npm

https://www.linkedin.com/in/reicivor/

---

VEDRAN MARCETIC | BACK-END, DEVOPS, SCALING, SYSTEM ADMINISTRATION

Tech: Ruby on Rails, PostgreSQL, Elastic, Docker, AWS

https://www.linkedin.com/in/vedran-mar%C4%8Deti%C4%87-472363...

---

A sample project we built together — https://movieo.me/movies
Yup, no problem. Like I said there's more of it than lead. A 100 kWh tesla will use <8 kg of lithium metal. NB you may see figures like 60-80 kg per car- that usually refers to lithium carbonate (or hydroxide), which is only 19% lithium. Anyway, 1 tonne of lithium metal can produce over 125 100 kWh electric cars.

In 2012 the world produced 4.7 million tonnes of lead metal from mines[1]. If that were lithium, it would be enough for 588 million cars. In 2012 the world made 84 million cars[2], so there's a safety margin of over 7. And that's without even really trying to mine lead. 7.2 billion tonnes of coal are mined each year, almost 2000x more than lead. We would need to mine .0071% as much lithium as we do coal.

[1] https://www.ila-lead.org/lead-facts/lead-production--statist...

[2] https://www.statista.com/statistics/262747/worldwide-automob...
When opening the website, why do I get a credential storage prompt on Chrome (Android)?
Kernel Programming with TOCK (SOSP 2017)
AMD has a Radeon Pro SSG card with 16GB + 2TB on board memory.

You address the 2TB NVMe SSG memory as a filesystem directly from the card
itself - no PCIe system transfer involved. 24.6TFLOPS half-precision.

You can program using OpenCL or HIP (opensource cuda replacement )

https://pro.radeon.com/en/product/pro-series/radeon-pro-ssg/.

https://github.com/ROCm-Developer-Tools/HIP
Pragmatic engineer looking for contract/part time gigs. Available on US timezones.

Location: Greece

Remote: Yes

Willing to relocate: No

Technologies: JavaScript, Node.js, Python, Django, React.js, AWS

Résumé/CV: https://sirodoht.xyz/resume/

Email: theodorekeloglou@gmail.com