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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

8,431 documents

OKX Learn

The document explains time-weighted average price (TWAP) execution: divide a large order into smaller trades and submit them at regular intervals. The approach aims to spread execution over time, reduce the immediate market impact of a large order, and…

ExecutionMarket microstructureCryptoSpot markets
OKX Learn

The document describes USDJ as a dollar-pegged stablecoin minted through Tron’s JustStable protocol. Users lock TRX in a collateralized debt position to borrow USDJ; the text gives a typical minimum collateral ratio of 150% and illustrates the relationship…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document surveys Cardano wallet choices by their broad functions. Hot wallets connect to the internet and can offer access to decentralized applications, staking, and NFT management. Cold wallets keep private keys offline and are presented as more…

CryptoRisk managementDeFi
OKX Learn

The notice describes a change to the minimum price increment for the USDC/BRL trading pair. Effective May 27, 2026, the quoted BRL precision changes from three decimal places to four, allowing orders to be entered in smaller price increments. It illustrates…

CryptoForexExecutionMarket microstructure
OKX Learn

The document explains how ERC20 tokens work within Ethereum and why transactions involving them require gas paid in ETH. It notes that fees vary with network demand and transaction complexity, with smart contract interactions generally using more gas than…

CryptoDeFiExecution
OKX Learn

The article surveys factors it associates with an XRP rally: resolution of the SEC lawsuit against Ripple, rising trading volumes and derivatives open interest, whale accumulation, and favorable macroeconomic conditions. It also points to stablecoin activity…

CryptoTechnical indicatorsMomentumDerivatives pricing
OKX Learn

The document describes MAGIC as the token of Treasure, a gaming and NFT ecosystem on Arbitrum. It identifies in-game purchases and governance as uses, and says the token’s capped supply may matter if ecosystem activity grows. It also attributes potential…

CryptoDeFiOn-chain dataMomentum
OKX Learn

The article explains a bullish thesis for Ethereum based on institutional access, staking, fee burning, and the network’s roles in decentralized finance, stablecoins, and tokenization. It cites spot ETF inflows, the share of supply staked, staking yields,…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The document compares Bonk and Shiba Inu as community-driven meme coins, focusing on their different blockchain foundations and ecosystem aims. It describes Bonk as a Solana token associated with staking and airdrops, low transaction costs, and community…

CryptoDeFiSpot markets
OKX Learn

The article outlines JustLend DAO’s role in TRON DeFi and describes several protocol features, including lending, borrowing, staking, and energy rental. It explains that sTRX represents staked TRX and can be used as collateral to mint USDD in the sTRX Vault.…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document describes an exchange’s 27th consecutive proof-of-reserves report, which states that it holds $27.9 billion in primary assets. It says an audit by Hacken confirmed reserve ratios of at least 1:1 for 22 commonly traded assets. The reported…

CryptoRisk managementOn-chain dataStatistics
OKX Learn

The article examines Vine Coin, a Solana memecoin associated with the former Vine app, and how Elon Musk’s comments about an AI-powered Vine revival renewed attention to the token. It describes price and market capitalization changes around that news,…

CryptoSentimentVolatilityEvent-driven
OKX Learn

The article assesses whether Bitcoin can break through resistance near $110,000 by combining chart patterns, holder behavior, exchange activity, macro conditions, regulation, and retail interest. It describes a descending trendline breakout and an inverted…

CryptoTechnical indicatorsBreakoutMomentum
OKX Learn

The document explains XRP’s role as a proposed bridge asset for cross-border payments and describes how an exchange-traded fund could give investors exposure without direct custody. It frames regulatory status, particularly the SEC dispute with Ripple, as a…

CryptoUS marketsSentimentSpot markets
OKX Learn

The document gives a speculative overview of PEPE’s price drivers, combining support and resistance zones with RSI and MACD readings. It identifies nearby levels that could matter for a possible breakdown or recovery, and suggests watching momentum…

CryptoTechnical indicatorsVolatilitySentiment
OKX Learn

The document describes volatility in XPL and WLFI around Hyperliquid’s mark price method, focusing on funding rates, liquidity, and large trader activity. It reports a whale-funded XPL long that preceded a sharp price rise and short liquidations, alongside…

CryptoVolatilityMarket microstructurePerpetual futures
OKX Learn

The document examines BONK as a Solana meme coin whose price behavior is described as driven largely by speculation, social attention, and community activity. It discusses the token’s large circulating supply and explains how that supply makes a one dollar…

CryptoDeFiVolatilitySentiment
OKX Learn

The document explains Ethereum’s transition from Proof of Work to Proof of Stake through the Merge, when the Mainnet joined the Beacon Chain. It outlines the change from miners competing with computing power to validators proposing and confirming blocks…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document describes a speculative rally narrative built around fear of missing out, options positioning, large holder activity, and chart patterns. It treats rising call demand and call skew as signs of bullish sentiment, and links interest in…

CryptoOptionsSentimentMomentum
OKX Learn

The document surveys several crypto themes: Ark Invest’s purchases of crypto related equities during market declines, Cathie Wood’s revised long term Bitcoin outlook, stablecoin use in payments, crypto payroll for smaller businesses, and institutional access…

CryptoEquitiesVolatilityRisk management
OKX Learn

The document describes Aster's decentralized perpetual contracts referencing U.S. equities. These derivatives provide price exposure without ownership of the underlying shares, with the article stating that leverage can reach 50 times. It highlights…

EquitiesCryptoPerpetual futuresDerivatives pricing
OKX Learn

The document explains Optimism as an Ethereum Layer 2 that batches transactions off-chain and posts them to Ethereum. Its overview of optimistic rollups says transactions are treated as valid unless challenged through a fraud-proof process. It also describes…

CryptoTechnical indicatorsBreakoutStatistics
OKX Learn

The document describes Talus as a Layer 1 blockchain project intended to support autonomous AI agents and applications. Its architecture combines Move-based smart contracts, a Cosmos SDK and CometBFT node, Inter-Blockchain Communication for cross-chain…

CryptoMachine learningDeFiMulti-asset
OKX Learn

The document introduces exchange-based Bitcoin indices as standardized reference prices for investors and financial products. It describes MOEXBTC as a weighted average using prices from Binance, Bybit, OKX, and Bitget, and identifies potential uses such as…

CryptoFuturesSpot marketsMarket microstructure