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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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Fundstrat Global Advisors

@fundstrat_ru · Post #22 · 05/26/2022, 05:35 PM

Комментарий квантора — Адам Гулд, CFA Подъем "сток-пикеров" — Хотя в 2022 году рынок испытывал трудности, условия для выбора акций были благоприятными. — Исторически сложилось так, что когда "стоимость" превосходит "рост", большее количество акций превосходит общий эталонный показатель. Такая обстановка создает благоприятные условия для выбора акций. — Акции также движутся независимо друг от друга. Мы предлагаем два показателя для оценки степени независимости акций, оба из которых указывают на то, что показатели акций в значительной степени определяются идиосинкразическими (специфическими для акций) факторами. — Пока что в 2022 году инвесторы используют ожидания руководства для различения акций. Во время сезона прибыли в первом квартале компании, побившие свои оценки, получили исторически большую премию по сравнению с компаниями, которые не получили прибыли. #quant Полная версия данного исследования доступна здесь

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Venture Village Wall 🦄

@venturevillagewall · Post #3979 · 01/25/2025, 07:00 AM

Bitcoin Holdings Shift to Large Investors CryptoQuant analysts reveal that since Trump's election, large investors have increased Bitcoin holdings from 16.2M to 16.4M BTC, while smaller investors reduced their assets from 1.75M to 1.69M BTC. Notably, January 24 saw Bitcoin spot ETF net inflows of $518 million, marking seven consecutive days of inflow, with Fidelity ETF leading at $186 million. Total net assets in Bitcoin spot ETFs now stand at $123.058 billion. #Bitcoin#ETF#Crypto#Investors#Finance#Market#Trends#Assets#Fidelity#SpotETF#Trading#Solana#AllianceDAO#Clout#Dapps#Technology#Innovation#News#Analytics#Quant

GitHub Trends

@githubtrending · Post #14739 · 05/23/2025, 12:00 PM

#c_lang#ctp#ctpapi#futures#options#quant#simnow#stock#tora#trader#tts#xtp openctp is a powerful open-source trading platform compatible with many Chinese securities and futures trading systems, offering both real and simulated trading environments for futures, options, stocks, funds, and bonds across domestic and global markets like A-shares, Hong Kong, and US stocks. It provides easy access to CTPAPI through Python and other programming languages, plus user-friendly trading clients with graphical and command-line interfaces. You can register free simulation accounts instantly via WeChat, enabling you to practice and test trading strategies in real-time or 24/7 environments. It also offers training, development support, and a monitoring platform for multiple trading systems, helping you learn, develop, and trade efficiently with low costs and broad market access. This benefits you by giving a flexible, comprehensive, and cost-effective way to develop, test, and execute trading strategies across many markets with strong community and technical support. https://github.com/openctp/openctp