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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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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