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Bitcoin Is Greener Than Its Critics Think - Bloomberg
Still, it’s important to put things in perspective. A recent report suggests that at current prices, Bitcoin miners will consume an estimated 8.27 terawatt-hours per year. That might sound like a lot, but it’s actually less than an eighth of what U.S. data centers use, 1 and only about 0.21 percent of total U.S. consumption. It also compares favorably to the currencies and commodities that bitcoin could help replace: Global production of cash and coins consumes an estimated 11 terawatt-hours per year, while gold mining burns the equivalent of 132 terawatt-hours. And that doesn’t include armored trucks, bank vaults, security systems and such. So in the right context, bitcoin is positively green.
Bitcoin  energy  comparison  review  climatechange  Bloomberg  2017 
yesterday by inspiral
Sequence Modeling with CTC
A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting recognition and other sequence problems.
acmtariat  techtariat  org:bleg  nibble  better-explained  machine-learning  deep-learning  visual-understanding  visualization  analysis  let-me-see  research  sequential  audio  classification  model-class  exposition  language  acm  approximationm  comparison  markov  iteration-recursion  concept  atoms  distribution  orders  DP  heuristic  optimization  trees  greedy  matching  gradient-descent 
3 days ago by nhaliday
Angular vs. React vs. Vue: A 2017 comparison – – Medium
This is a pretty solid, low-bias comparison backed by numbers and pragmatic advice, and was written by a full-stack Python and Django developer fairly recently (2017-08-28) When it emphasizes that React is heavy JavaScript by comparison to the others, it fails to mention how accessible and easy ES6+ is to learn. ES6+ makes JavaScript easier to learn, debug, and solve problems with than ever before. It's transformed from a language where hacks and esoteric knowledge were necessary to reduce bugs and make it reliable across browsers to one where browser support is better than it's ever been and has been improving at a rapid pace even in the Windows world.
react  angular  vue  comparison  trends  js  presentation 
5 days ago by mkelley33

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