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#tradeoff — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #tradeoff, aggregated by home.social.

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  1. A quotation from Eisenhower

       Every gun that is made, every warship launched, every rocket fired signifies, in the final sense, a theft from those who hunger and are not fed, those who are cold and are not clothed. This world in arms is not spending money alone. It is spending the sweat of its laborers, the genius of its scientists, the hopes of its children.
       The cost of one modern heavy bomber is this: a modern brick school in more than 30 cities. It is two electric power plants, each serving a town of 60,000 population. It is two fine, fully equipped hospitals. It is some 50 miles of concrete highway. We pay for a single fighter with a half million bushels of wheat. We pay for a single destroyer with new homes that could have housed more than 8,000 people.
       This, I repeat, is the best way of life to be found on the road the world has been taking. This is not a way of life at all, in any true sense. Under the cloud of threatening war, it is humanity hanging from a cross of iron.

    Dwight David Eisenhower (1890-1969) American general, US President (1953-61)
    Speech (1953-04-16), “The Chance for Peace,” American Society of Newspaper Editors, Washington, DC

    More about this quote: wist.info/eisenhower-dwight/56…

    #quote #quotes #quotation #qotd #eisenhower #dwighteisenhower #budget #cost #defense #loss #nationaldefense #needy #priorities #spending #threat #tradeoff #war #waste #wastedeffort #weaponry

  2. Как глушить нефтяную скважину… машинным обучением. Часть 2, техническая

    Продолжаю рассказывать широкой общественности об интересном ML проекте, результаты которого внедряются в реальный технологический процесс. В первой части разобрались, что такое глушение и почему важно уметь рассчитывать объемы жидкостей глушения. В этой части будет непосредственно все то, как мы решали эту задачу с помощью МЛ: Построили двухконтурную систему: офлайн-обучение на XGBoost и CatBoost — и лeгкий онлайн-инференс через Flask. Вместо одного .fit() с дефолтным лоссом внедрили K‑method — асимметричную функцию потерь. Теперь модель «боится» недолить жидкость сильнее, чем перелить, потому что в реальности эти ошибки стоят по-разному. CatBoost лучше по удобству работы с «сырыми» категориями, XGBoost потребовал кастомного кодирования, но дал сравнимые метрики. На малых данных (~350 строк) случайное разбиение творит хаос: метрики скачут от сида к сиду. Поэтому отбираем топ‑20 лучших random_state, а гиперпараметры усредняем частотным методом. Весь пайплайн — от подбора параметров до прогона K‑сетки — завернули в Airflow ради повторяемости, а все эксперименты и логи складываем в MLflow.

    habr.com/ru/articles/1045256/

    #Глушение_скважин #нефтяные_скважины #нефтяная_промышленность #машинное_обучение #промышленность #промышленное_программирование #catboost #xgboost #месторождение #tradeoff

  3. A quotation from James Howell

    Necessity never made good bargain.

    James Howell (c. 1594 - 1666) Welsh historian and writer
    Paroimiographia [Παροιμιογραφία]: Proverbs, or, Old Sayed Sawes & Adages, “New Sayings,” 3rd Century (1659)

    More about this quote: wist.info/howell-james/16348/

    #quote #quotes #quotation #qotd #jameshowell #proverb #bargain #desperation #necessity #need #requirement #tradeoff

  4. A quotation from Ben Franklin

    Those who would give up essential Liberty, to purchase a little temporary Safety, deserve neither Liberty nor Safety.

    Benjamin Franklin (1706-1790) American statesman, scientist, philosopher, aphorist
    Letter (1755-11-11) to Royal Governor Robert Hunter Morris, from the Pennsylvania Assembly

    More about this quote: wist.info/franklin-benjamin/15…

    #quote #quotes #quotation #qotd #benfranklin #benjaminfranklin #compromise #freedom #liberty #sacrifice #tradeoff

  5. New paper from our lab is published now in Theoretical Ecology! 📰
    Lilla Kiss @likiss and Toni Klauschies write on: "Consumer coexistence through the gleaner–opportunist trade-off in the light of sigmoidal functional responses"

    Go read it here:
    link.springer.com/article/10.1

    #theoretical #ecology #modelling #functionalresponse #coexistence #TradeOff #phdchat

  6. 👨‍💻🚀 Ah, yes, the riveting tale of leaving behind the glamour of tech in exchange for the not-so-glamorous world of relentless aches and pains. Because clearly, trading code bugs for bodily bugs is the ultimate career upgrade. 🦶💼
    sailhealth.substack.com/p/why- #techcareer #tradeoff #achesandpains #codinglife #careerchange #hackernews #HackerNews #ngated

  7. Maybe if I could connect the LAN cable and monitor at the same time, this wasn't necessary. But, my monitor and router are in different rooms and neither can be moved. So the home server backup now comes with a desktop environment. #Tradeoff

  8. "Permitting internet companies to hack the systems in which #culture is produced & circulates is a short-term #tradeoff that has proven to have devastating long-term consequences. When govs give tech companies unregulated access to our social & cultural #infrastructure,the social contract becomes biased towards their #profit. We are increasing our collective socio-technical #debt."
    schneier.com/blog/archives/202

  9. @tarkaTheRotter Agreed. But I don’t miss the commuting (or having to live in an expensive, busy suburb that’s closer to the office) more. So I’ll put up with it 🤷‍♂️ #TradeOff

  10. PRODUCTHEAD: Trade-offs and negotiation

    This week’s #productmanagement newsletter lovingly curated by Jock Busuttil (@jock) features Chris Bell, Prof E Wertheim, @lucyjspence & @johncutlefish

    #prodmgmt #negotiation #tradeoff imanageproducts.com/producthea

  11. PRODUCTHEAD: Trade-offs and negotiation

    This week’s #productmanagement newsletter lovingly curated by Jock Busuttil (@jock) features Chris Bell, Prof E Wertheim, @lucyjspence & @johncutlefish

    #prodmgmt #negotiation #tradeoff imanageproducts.com/producthea

  12. @Swede1952 Everything the #Jetsons can do, we can do better. I brought a b&w tv to college it lasted forever through many misadventures. Try dropping your TV -or phone- down a flight of stairs today and see if it runs another 3 years. #TradeOff

  13. Slides of all my talks at are available on my website!

    dylanvanassche.be/publications

    Want to discuss? Find me at the & demo session of ESWC2022!

  14. Visual embellishment aids memory but hurts search #tradeoff #visweek