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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
Quantopian lectures
45 documents
Binance API docs
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

5,922 documents

OKX Learn

The document describes Aave Horizon as a permissioned version of Aave V3 designed for institutions to borrow stablecoins using tokenized real-world assets, including government securities, corporate bonds, and loan obligations, as collateral. It presents…

CryptoDeFiFixed incomeRisk management
OKX Learn

The article explains how large crypto holders may affect short-term volatility, liquidity, and sentiment through accumulation and sales. It proposes tracking large wallets and transaction flows as a way to observe possible market-cycle shifts. It also…

CryptoOn-chain dataSentimentDeFi
OKX Learn

This overview surveys online fraud tactics, including phishing through impersonated services, synthetic identities enabled by AI, retail return fraud, and emotional pressure intended to rush victims. It recommends checking sender details, using two-factor…

CryptoRisk managementOn-chain dataDeFi
OKX Learn

The document describes Avantis, a Base-based decentralized derivatives protocol offering perpetual contracts and synthetic exposure to crypto, foreign exchange, commodities, and US stock indices. Its central design feature is a shared USDC liquidity vault…

CryptoPerpetual futuresDerivatives pricingDeFi
OKX Learn

The article explains that meme coin prices often depend on online culture, community attention, and social sentiment rather than established utility. It compares launch environments such as BNB Chain, Ethereum, and Solana, noting differences in fees,…

CryptoSentimentOn-chain dataRisk management
OKX Learn

The document describes TON’s strategy for expanding Web3 use through Telegram integration, institutional investment, and applications in decentralized finance, gaming, payments, and NFTs. It highlights Toncoin’s role in Telegram transactions and presents…

CryptoDeFiOn-chain data
OKX Learn

The article discusses a large UNI transfer to Coinbase Prime and considers whether it could precede selling. It connects exchange deposits with possible increases in sell-side supply, then outlines price levels presented as support and resistance. It also…

CryptoTechnical indicatorsSentimentVolatility
OKX Learn

The document explains LooksRare as a decentralized NFT marketplace where users connect a wallet to buy or list NFTs, and describes incentives tied to trading, referrals, and staking LOOKS. Stakers may receive a share of marketplace fees, while the article…

CryptoDeFiEvent-drivenSpot markets
OKX Learn

The document explains maximal extractable value as profit gained by changing which transactions enter a block and in what order. It outlines front-running, back-running, sandwich attacks, decentralized exchange arbitrage, DeFi liquidations, and time-bandit…

CryptoDeFiArbitrageExecution
OKX Learn

The article describes altcoin presales as early token fundraising and compares projects that claim to prioritize practical uses. It highlights Snorter’s Solana trading bot, JetBolt’s zero-gas model and market tools, SpacePay’s merchant payment integration,…

CryptoMarket microstructureExecutionDeFi
OKX Learn

The article describes Ethena’s two-token structure: USDe as a synthetic stablecoin and ENA as a governance token. It says USDe uses crypto collateral and delta-neutral hedging, while yield generation may draw on perpetual futures funding rates, arbitrage,…

CryptoDeFiDerivatives pricingPerpetual futures
OKX Learn

The document presents Pectra as an Ethereum upgrade focused in part on improving wallet interactions. It describes EIP-3074 as enabling externally owned accounts to authorize contract-driven actions, including bundling tasks into one signed transaction and…

CryptoDeFiRisk managementExecution
OKX Learn

The document reviews how ETH can become inaccessible through contract failures, exchange collapse, user mistakes, and address poisoning scams. It gives examples of losses attributed to a multisignature wallet bug, an exchange failure, and an NFT contract…

CryptoOn-chain dataRisk managementDeFi
OKX Learn

The document surveys risks that can limit stablecoins’ usefulness despite their goal of maintaining a steady value. It covers regulatory uncertainty across jurisdictions, questions around anti-money-laundering controls, and the possibility that governments…

CryptoDeFiRisk management
OKX Learn

The document outlines Unichain, an Ethereum Layer-2 network built with Optimism’s OP Stack and integrated into the Superchain. It describes short block times, a proposed staking-based validation network, and ERC-7683 intent-based transactions as features…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This article presents the altcoin-to-Bitcoin ratio and Bitcoin dominance as indicators of possible capital rotation. It says the ratio has broken multi-year downtrends and dominance has fallen, interpreting those moves as potential signs of an altseason.…

CryptoMomentumTechnical indicatorsSentiment
OKX Learn

The document covers several crypto-market developments centered on Hyperliquid: native USDC support through Circle’s cross-chain transfer system, growth in platform deposits, perpetual futures trading, and the risks of high leverage. It also discusses the…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document compares two ways to deliver off-chain information to blockchain applications. Chainlink uses a network of third-party oracle nodes to retrieve and relay data, while API3’s Airnode model lets API providers connect directly to blockchain…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document describes IQ.wiki as a blockchain-based encyclopedia and outlines how its IQ token supports contributor rewards, governance, staking, and related products. Article submissions require a token stake, which is returned when an entry is approved…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This article compares Aster and Hyperliquid as decentralized perpetual futures platforms. It describes Hyperliquid’s proprietary layer-one blockchain and established position, while presenting Aster’s dual interface for professional and casual users, launch…

CryptoPerpetual futuresMarket microstructureDeFi
OKX Learn

This article describes BONK as a Solana meme coin whose launch and broad airdrop were intended to build community ownership after the FTX collapse. It outlines a 100 trillion token supply, with half distributed to Solana users, and lists ecosystem uses such…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The article surveys crypto infrastructure and institutional adoption through examples of stablecoin reserves, wrapped Bitcoin, custody arrangements, yield-bearing tokens, and exchange-traded products. It describes a dollar-backed stablecoin whose reserves…

CryptoDeFiFixed incomeDerivatives pricing