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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 document surveys large-trader behavior on Hyperliquid, including pairing a spot long with a perpetual-futures short, shorting volatile altcoins, and holding longer-term bullish positions in Bitcoin and Ethereum. It argues that concentrated trades can…

CryptoPerpetual futuresSpot marketsMarket microstructure
OKX Learn

This announcement introduces MYX.Finance as a decentralized exchange for perpetual derivatives and describes its Matching Pool Mechanism. The protocol is said to combine rate setting with exposure hedging to support stability and efficient use of funds.…

CryptoPerpetual futuresDerivatives pricingDeFi
OKX Learn

The document uses an alleged October 2025 crypto selloff to explain how leverage can amplify price shocks through margin calls and cascading liquidations. It describes liquidation accounts as part of margin systems that settle obligations when collateral…

CryptoRisk managementMarket microstructureExecution
OKX Learn

The document surveys ASTER’s reported price moves, whale purchases, trading activity, and ecosystem context. It points to a rapid rise followed by a correction, a large token purchase near a stated support level, high reported perpetual trading volume and…

CryptoDeFiPerpetual futuresVolatility
OKX Learn

The document explains that exchanges may forcibly close leveraged futures or margin positions when collateral falls below maintenance requirements. Long positions face liquidation when prices fall, while short positions face it when prices rise. When forced…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document describes Ethena’s two stablecoins as serving different purposes. USDe is presented as a crypto-backed asset that uses a delta-neutral strategy and funding rates from ETH/USD perpetual swaps to generate yield. Its collateral is described as…

CryptoDeFiPerpetual futuresCarry
OKX Learn

The document recounts a large liquidation event on Hyperliquid after a trader withdrew margin and left collateral below maintenance requirements. It says positions in ETH, Bitcoin, and HYPE used substantial leverage, and describes how forced position…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document introduces Hyperliquid as a blockchain focused on decentralized perpetual futures and describes HYPE as its native token. It outlines claimed protocol features such as order execution, oracle pricing, and asset bridging, alongside token…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The article presents Plasma as a Layer 1 blockchain aimed at stablecoin transfers and DeFi. It highlights zero-fee USDT transfers, EVM compatibility, and Bitcoin-anchored security, then connects those features to potential payments and application use cases.…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

This article links Ethena’s reported token-price gains with growth in total value locked and USDe’s market capitalization. It identifies several indicators of increased activity: a stated TVL above $10 billion, USDe market capitalization of $9.23 billion…

CryptoDeFiMomentumTechnical indicators
OKX Learn

This article surveys Aster DEX as a decentralized perpetual trading venue, covering its reported trading volume and total value locked alongside features intended to attract traders. It describes hidden orders designed to obscure order direction and size…

CryptoPerpetual futuresExecutionMarket microstructure
OKX Learn

The document uses Plasma’s XPL pre-market trading as an example of how thin liquidity and concentrated positions can produce sharp price moves. It describes a price surge followed by a retreat, and reports that Hyperliquid’s leveraged contracts drew…

CryptoPerpetual futuresVolatilityMarket microstructure
OKX Learn

The document explains Pendle’s method of splitting yield-bearing assets into Principal Tokens (PT), which represent principal, and Yield Tokens (YT), which represent future yield. This lets users trade the two components separately. PTs are presented as a…

CryptoDeFiFixed incomeArbitrage
OKX Learn

The article explains that IRYS perpetuals are futures contracts without expiry, letting traders take price exposure to the Irys token without holding it. It says the token’s price is calculated as a global volume weighted average across 12 exchanges and 17…

CryptoPerpetual futuresFuturesMarket microstructure
OKX Learn

The document explains why Bitcoin holders do not receive native staking rewards: Bitcoin uses proof of work, where miners secure the network, rather than proof of stake. It surveys alternative ways to seek returns, including futures arbitrage, lending,…

CryptoDeFiArbitragePerpetual futures
OKX Learn

The document describes large USDC deposits to HyperLiquid and how whales use the funds to take leveraged long and short positions across major crypto assets and memecoins. It presents on-chain monitoring as a way to observe trades, leverage, entry prices,…

CryptoPerpetual futuresOn-chain dataRisk management
OKX Learn

The document explains Ethena’s USDe as a synthetic dollar supported by crypto collateral and offsetting derivatives positions. In its description of minting, collateral is held with a custodian while the protocol establishes short futures exposure against…

CryptoDeFiDerivatives pricingPerpetual futures
OKX Learn

The article describes Hyperliquid’s growth as a decentralized exchange, emphasizing reported combined spot and perpetual volume, comparisons with Robinhood and other centralized venues, and a claimed share of decentralized perpetual trading. It attributes…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The document explains a general design for yUSD leverage vaults: users provide stablecoin liquidity, which pooled strategies deploy into perpetual futures, yield farming, or real-world asset financing. It describes leveraged trading across crypto and other…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document surveys Monad’s EVM compatibility and proposed performance features, including optimistic parallel execution, local mempools, and MonadDB. It also describes MON’s intended uses for gas, staking, and governance, along with a public sale, a…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The article describes a reported ETH trade on Hyperliquid in which a $125,000 deposit was used to build a $303 million long position and realize $6.86 million in profit. It attributes the outcome to leverage, reinvesting gains to enlarge later positions, and…

CryptoPerpetual futuresOn-chain dataRisk management
OKX Learn

The document examines a large reported purchase of HYPE tokens, elevated exchange volume, the token’s price history, and Hyperliquid’s technical design. It frames a large purchase as a possible sign of confidence or short-term speculation, while explicitly…

CryptoOn-chain dataMarket microstructurePerpetual futures
OKX Learn

The document explains block trading as privately negotiated over-the-counter execution for large positions. A trader submits a request for quote through a platform or broker-dealer, market makers provide prices, and an accepted trade is settled outside the…

ExecutionMarket microstructureRisk managementFutures