AI savdosi, bozor tahlili va DeFi kelajagi haqida chuqur tahlillar.
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DeepLOB CNN, inception moduli va LSTM ni birlashtirib, xom order book ma'lumotlaridan mid-price harakatlarini qanday bashorat qiladi — arxitektura, haqiqiy FI-2010 raqamlari va ishlaydigan PyTorch qayta implementatsiyasi.
A deep dive into Pipeline — the composite allocation algorithm we built on top of HRP. Hierarchical Risk Parity as the base, a long/short overlay driven by agent signals and confidence, and a final risk correction via CVaR with a Hull-White volatility adjustment. The full math from our spec, plus the actual Rust implementation.
One basket of crypto, twelve allocation algorithms, one honest comparison. We open-sourced a Rust portfolio optimizer that runs HRP, HERC, MVO, Black-Litterman, NCO, Entropy Pooling and more behind a single interface — here is how each one thinks and why no single winner exists.
OneTick arxitekturasi — tik-ma'lumotlar uchun korxona darajasidagi vaqt qatori dvigateli. Event Processors orqali DAG so'rovlari, birlashtirilgan real vaqt va tarixiy ma'lumotlar, bozorni kuzatish (MiFID II, MAR, SEC), TCA, kvant tadqiqot va kdb+ bilan taqqoslash.
Architecture deep dive into TradingAgents — an open-source LangGraph framework where LLM agents (analysts, researchers, trader, risk management, portfolio manager) engage in structured debates to make trading decisions.
Polymarket, Limitless, Predict.fun, Opinion va Kalshi o'rtasidagi arbitrajni tahlil qilish. Dinamik komissiyalar, cross-chain ko'priklar, slippage, resolution xavfi — va nega 5% spread ham zarar keltirishi mumkinligi.
Architecture of T-Bricks — a modular HFT platform in C++ for market making, ETF arbitrage, and centralized risk management. 100+ clients, 150+ exchanges, nanosecond latencies.