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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 themes that can affect liquidity in decentralized finance. It describes liquidity as the ability to trade without large price moves, then discusses cross-chain aggregation, yield-bearing stablecoins, leveraged perpetual contracts, and…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

The article introduces SUI futures as instruments for gaining price exposure, managing risk, and trading continuously without holding the token. Its main trading idea is to compare SUI’s price relationship with other crypto assets and consider SUI futures as…

CryptoFuturesPerpetual futuresStatistics
OKX Learn

The document outlines common costs in crypto futures trading: maker and taker charges, leverage costs, embedded spreads, perpetual-futures funding, and deposit or withdrawal fees. It explains that limit orders generally provide liquidity and often receive…

CryptoFuturesPerpetual futuresExecution
OKX Learn

The article explains Bitcoin’s halving as a protocol rule that reduces the rate at which new bitcoin enters circulation. It frames the event as part of Bitcoin’s fixed supply design and discusses how broader developments, including institutional access,…

CryptoSentimentPerpetual futuresEvent-driven
OKX Learn

The article describes Hyperliquid as a decentralized venue centered on perpetual futures, with an on-chain order book and a blockchain designed for trading. It contrasts the platform’s claimed gas-free user transactions and low trading fees with common…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The document examines a sharp XPL pre-market price spike and attributes it to large wallets using thin liquidity to push prices higher and trigger short liquidations. It describes an alleged transfer of $16 million in USDC by one wallet, profits attributed…

CryptoMarket microstructureRisk managementPerpetual futures
OKX Learn

The document reviews Bullish’s planned public offering and trading business alongside the history and repositioning of the EOS network. It describes Bullish’s proposed IPO valuation, pricing range, fundraising target, and stated plan to convert more than…

CryptoSpot marketsPerpetual futuresDeFi
OKX Learn

The article profiles Hyperliquid as a decentralized exchange on its own layer-1, with spot and perpetual order books, public APIs, vaults, and community proposals. It contrasts this venue with a DEX aggregator, which routes trades across multiple exchanges,…

CryptoPerpetual futuresSpot marketsMarket microstructure
OKX Learn

The document reviews Aster’s rapid rise among decentralized perpetual futures exchanges and compares its market position with Hyperliquid. It attributes Aster’s growth to features such as support for multiple blockchains, while noting endorsements from…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document describes Hyperliquid as an on-chain derivatives venue and presents platform activity, open interest, and HYPE trading as signs of adoption. It contrasts the exchange’s permissionless model with centralized venues, while noting regulatory…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The article discusses a large trader’s activity on Hyperliquid, a decentralized derivatives venue, and the potential effects of concentrated positions on volatility and liquidations. It describes short positions in major cryptocurrencies and high leverage,…

CryptoPerpetual futuresMarket microstructureVolatility
OKX Learn

The document introduces Hyperliquid’s funding rate derivatives, described as a collaboration involving Pendle’s Boros platform. These instruments are presented as a way to trade or hedge BTCUSD and ETHUSD perpetual funding rates, including by seeking…

CryptoDeFiArbitragePerpetual futures
OKX Learn

The document describes GMX as a decentralized venue for spot and perpetual trading, with oracle-based pricing, leveraged positions, and a liquidity pool that acts as the counterparty to traders. It presents zero price impact as a platform feature and…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The announcement describes an expanded partnership between OKX and SignalPlus to integrate trading tools into OKX. SignalPlus provides risk-management tools and algorithms for crypto options, futures, perpetuals, and spot markets. It also offers automated…

CryptoOptionsFuturesPerpetual futures
OKX Learn

The document describes AlphaArena, a competition in which six large language models trade cryptocurrency perpetual contracts with real capital on a decentralized exchange. It says the participants are compared using profit and loss, Sharpe ratio, and win…

CryptoMachine learningPerpetual futuresBacktesting
OKX Learn

The document explains total value locked (TVL) as the combined value of assets deposited in DeFi protocols, where it can indicate ecosystem scale and available liquidity. It reports a decline from a previous peak and cautions that asset price depreciation…

CryptoDeFiStatisticsRisk management
OKX Learn

The document introduces Monad as a decentralized platform focused on perpetual futures and describes its mainnet launch alongside the MON token. It says the token is intended to support governance and participation, while the platform aims to provide…

CryptoPerpetual futuresDeFi
OKX Learn

The article examines a large transfer of PENGU from its deployer address to centralized exchanges and its coincidence with a sharp price rise. It outlines several possible explanations for exchange-bound tokens, such as liquidity provision or treasury…

CryptoOn-chain dataMomentumTechnical indicators
OKX Learn

The document surveys rising decentralized exchange activity and explains why traders may move from centralized platforms. It points to self-custody, competitive fees, stablecoin availability, added order types, margin trading, and user incentives as factors…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document surveys TRON’s DeFi ecosystem through its delegated proof-of-stake network, lending and exchange protocols, stablecoin use, staking, and derivatives activity. It describes how low transaction costs and resource delegation support network use,…

CryptoDeFiOn-chain dataPerpetual futures
OKX Learn

The document describes HyperLiquid as a decentralized exchange built on its own blockchain, with an on-chain order book and a focus on rapid trading. It covers perpetual futures, including long and short exposure with leverage, and discusses USDC’s role in…

CryptoPerpetual futuresHigh-frequency tradingMarket microstructure
OKX Learn

The document describes ENDRA Life Sciences’ digital asset treasury strategy, centered on acquiring HYPE tokens and actively managing a crypto portfolio. It frames the approach as a corporate alternative to passive holding, with stated aims that include…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document introduces an exchange-connected toolkit that lets AI agents request market data, manage portfolios, and place spot, derivatives, and conditional orders through a Model Context Protocol interface or command-line client. It describes a workflow…

CryptoExecutionPerpetual futuresOptions