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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

1,747 documents

OKX Learn

The article explains how borrowed funds enlarge a crypto position relative to a trader’s own capital, amplifying both gains and losses. Its examples show how a leveraged position can lose a substantial share of the initial margin after a comparatively…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains how native USDC transfers using Cross-Chain Transfer Protocol V2 move value between blockchains through a burn-and-mint process. This design is presented as an alternative to wrapped tokens and third-party bridges. It then describes…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The article introduces small-sized, cash-settled futures tied to XRP and SOL, explaining that these contracts provide price exposure without requiring ownership of the tokens. It places them within a broader set of derivatives developments: decentralized…

CryptoFuturesPerpetual futuresDerivatives pricing
OKX Learn

The document presents Sei as a Layer 1 network designed for trading and decentralized finance. It highlights a consensus mechanism said to deliver 300-millisecond finality and an on-chain order-matching engine intended to reduce latency for decentralized…

CryptoDeFiFuturesPerpetual futures
OKX Learn

The article explains how forced closures of large leveraged Ethereum positions can add selling pressure when prices move against traders. It describes a liquidation involving 18,517 ETH and outlines a possible cascade in which falling prices trigger other…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The guide explains the distinction between Ripple, the XRP token, and the XRP Ledger, then describes the ledger’s validator-based consensus process. A typical transfer is initiated by a user, broadcast to validators, and finalized after they agree on its…

CryptoSpot marketsFuturesPerpetual futures
OKX Learn

The article explains how leveraged crypto positions are liquidated when margin falls below maintenance requirements, and why long positions may be more exposed during market corrections. It describes a feedback loop in which forced position closures can add…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document outlines possible effects of new token listings against Bitcoin and USDT, including increased trading activity and short-lived price surges, especially for meme coins. It notes that BTC can serve as a market benchmark and USDT as a commonly used…

CryptoEvent-drivenMarket microstructurePerpetual futures
OKX Learn

The document presents Jupiter Ultra as a Solana DEX aggregator with features intended to improve trading, including cross-chain access, reduced slippage, protection from MEV attacks, privacy tools, and gasless transactions. It also describes Ultra API token…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This weekly market note compares Bitcoin and Ether derivatives using at-the-money implied volatility term structures, 25-delta risk reversals, perpetual funding rates, and futures yields. It reports that ETH short-dated implied volatility briefly produced an…

CryptoOptionsVolatilityDerivatives pricing
OKX Learn

This overview describes PancakeSwap as a multi-chain decentralized exchange and reviews factors the article associates with recent CAKE gains. It outlines yield farming, staking, and perpetual futures, along with customizable liquidity pools, lower-cost…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document explains that leveraged DOGE futures, including perpetual contracts, let traders take price exposure without holding DOGE directly. Leverage magnifies both gains and losses, and the article connects DOGE’s meme-driven and social-media-sensitive…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document explains how crypto perpetual contracts differ from dated futures and describes the funding mechanism used to encourage their prices to track spot markets. When a perpetual trades above spot, longs pay shorts; when it trades below spot, shorts…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document surveys factors said to influence ASTER, including activity in decentralized perpetual markets, total value locked, technical price levels, influencer attention, whale transactions, platform reliability, and regulation. It reports daily trading…

CryptoPerpetual futuresTechnical indicatorsMarket microstructure
OKX Learn

The document compares Hyperliquid and dYdX through their token buyback policies, approaches to user growth, product features, and roles in decentralized perpetual trading. It says Hyperliquid funds HYPE repurchases with trading fees, while dYdX allocates a…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The guide explains that crypto derivatives provide exposure to cryptocurrency price movements without requiring ownership of the underlying coins. It frames derivatives as tools for speculation, hedging, and portfolio management, then outlines features to…

CryptoDerivatives pricingPerpetual futuresExecution
OKX Learn

The article explains that liquidation occurs when margin equity falls below a platform’s maintenance requirement, leading to forced position closure. It emphasizes how leverage makes relatively small adverse price moves more consequential, then uses reported…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document describes THENA as a decentralized liquidity platform on BNB Chain and opBNB that supports spot and perpetual trading. It outlines token holder voting on liquidity pool incentives, customizable pools through plugins, concentrated liquidity, and…

CryptoDeFiSpot marketsPerpetual futures
OKX Learn

The document explains OKX’s X-Perps as leveraged, USD-settled crypto derivatives that let eligible traders take directional positions without holding the underlying assets. It describes up to 10x leverage, funding payments every eight hours, multi-asset…

CryptoDerivatives pricingPerpetual futuresRisk management
OKX Learn

The document reviews several forces that can intensify Bitcoin volatility: uncertainty around Federal Reserve policy, leveraged derivatives positioning, and market sentiment. It explains how a margin shortfall can force a position to close and how that…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document explains “rewardmaxxing” as joining several overlapping OKX Europe campaigns while allocating funds among eligible deposit, staking, airdrop, and yield programs. It describes a deposit bonus paid over time, welcome incentives for eligible new…

CryptoSpot marketsPerpetual futuresOn-chain data
OKX Learn

The document describes a proposed public-market vehicle, StablecoinX, linked to the Ethena ecosystem, and outlines its planned financing, governance, and focus on accumulating ENA. Its central mechanism is USDe, a synthetic dollar backed by staked Ether and…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document uses a series of reported AguilaTrades losses on Hyperliquid to explain how leverage magnifies both gains and losses. It describes liquidation as the automatic closure of positions when margin falls below a required threshold, and notes that…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article explains liquidation price as the threshold at which an exchange closes a leveraged position to limit further losses and recover borrowed funds. It says the threshold depends on leverage and margin, but the sections listing additional factors are…

CryptoPerpetual futuresRisk managementVolatility