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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

9,797 documents

OKX Learn

The document explains dollar-cost averaging (DCA) as buying an asset at multiple prices or regular intervals instead of investing in one lump sum. It contrasts recurring purchases of a fixed size with Martingale-style DCA, where later orders increase after…

CryptoSpot marketsFuturesRisk management
OKX Learn

The document describes Hyperliquid as an on-chain perpetual futures venue and discusses HYPE’s reported futures open interest relative to Dogecoin. It explains open interest as outstanding unsettled futures contracts and cites the platform’s reported share…

CryptoFuturesPerpetual futuresDeFi
OKX Learn

The document describes weakening U.S. spot Bitcoin ETF flows as hedge funds unwind a trade that paired long ETF exposure with short CME futures. It cites $278 million in net outflows on June 5, a fall in the annualized futures premium from 15% to near zero…

CryptoFuturesArbitrageSpot markets
OKX Learn

The article compares decentralized exchange activity across Solana, Ethereum, and BNB Chain, reporting that Solana exceeded Ethereum in 30-day DEX volume while remaining behind BNB Chain. It attributes Solana’s activity to low fees, throughput, and ecosystem…

CryptoDeFiPerpetual futuresFutures
OKX Learn

The document surveys the launch of PUMP, a token associated with the Pump.fun social platform, and trading in PUMP-USD futures on Hyperliquid. It describes Hyperliquid’s “hyperps” design, in which funding rates use a moving average of the contract’s own mark…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

This introductory guide covers leverage, stop-loss orders, hedging, contract types, liquidity, execution speed, and the institutional use of crypto derivatives. It explains that leverage lets traders control larger futures positions with less margin, while…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

This beginner guide explains crypto futures as contracts whose value follows an underlying cryptocurrency, then contrasts them with spot ownership. It describes long and short positions, expiry settlement, and perpetual futures, which have no fixed expiry…

CryptoFuturesPerpetual futuresDerivatives pricing
OKX Learn

The document explains perpetual swap funding: when a swap trades above spot, longs pay shorts, and when it trades below spot, shorts pay longs. It describes two approaches to funding rate arbitrage: taking opposing positions on exchanges with different…

CryptoPerpetual futuresFuturesArbitrage
OKX Learn

The document explains a futures DCA bot that adds to a position as price moves against it, using larger orders in a Martingale pattern. The aim is to improve the average entry price and close the full position at a take-profit level. Its BTC example shows…

CryptoFuturesPerpetual futuresMean reversion
OKX Learn

The article reports a partnership between Intercontinental Exchange, the NYSE’s parent, and crypto exchange OKX. It says ICE plans to license OKX spot price data to develop U.S.-regulated crypto futures, while OKX intends to offer users access to ICE futures…

CryptoFuturesMarket microstructureRisk management
OKX Learn

The article reviews PUMP’s early trading conditions, focusing on large short positions, unusually high funding costs for shorts, low liquidity, and volatile price movements. It describes Hyperliquid’s PUMP-USD futures market as capped at 3x leverage and says…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The document describes an investment and strategic collaboration between Intercontinental Exchange (ICE), owner of the New York Stock Exchange, and crypto exchange OKX. It says the investment values OKX at about $25 billion, though the size and structure of…

CryptoFuturesMarket microstructureUS markets
OKX Learn

This tutorial explains how to create and execute a basic block trade through OKX’s Liquid Marketplace. Eligible users build a request for quote (RFQ) by selecting an asset and instrument, choosing a buy or sell side, entering quantity, and selecting…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The document outlines cryptocurrency day trading as same-day trading aimed at capturing short-term price moves in a continuously operating, volatile market. It advises evaluating both an exchange and the asset: liquidity and reliable execution matter, while…

CryptoFuturesVolatilityTechnical indicators
OKX Learn

The document surveys crypto regulatory developments, with emphasis on U.S. enforcement and coordination. It describes a claimed CFTC shift toward fraud and manipulation cases, the creation of specialized enforcement task forces, and exploration of spot…

CryptoFuturesUS marketsRisk management
OKX Learn

The document surveys common problems faced by retail traders, especially in derivatives markets. It discusses overconfidence and excess trading, regret aversion that can keep traders in losing positions, and herding in response to trends or media attention.…

OptionsFuturesRisk managementPosition sizing
OKX Learn

The document explains shorting Bitcoin as selling borrowed BTC with the aim of buying it back later at a lower price. It surveys several ways to express a bearish view: borrowing through margin trading, using futures, buying put options, holding leveraged…

CryptoFuturesOptionsRisk management
OKX Learn

The document surveys factors that may shift revenue across blockchain ecosystems. It argues that Ethereum Layer 2 rollups can move transaction activity away from the mainnet, while Solana’s throughput and activity in decentralized exchanges and memecoin…

CryptoDeFiFuturesMulti-asset
OKX Learn

The article builds a bullish case for Cardano by combining price-chart indicators with derivatives, on-chain, and ecosystem measures. It points to elevated RSI readings, daily EMA crossovers, and a symmetrical triangle on the four-hour chart, while…

CryptoFuturesTechnical indicatorsMomentum
OKX Learn

The article attributes QNT’s reported price strength to institutional partnerships, Quant’s Overledger interoperability technology, and developments related to digital currencies and enterprise blockchain. It also references on-chain confidence and liquidity…

CryptoTechnical indicatorsMomentumOn-chain data
OKX Learn

The article explains a crypto market sell-off as the interaction of a geopolitical shock and heavily leveraged positioning. It describes how forced closures can trigger further selling, forming a cascade, and cites a reported long-to-short imbalance…

CryptoFuturesVolatilityRisk management
OKX Learn

The document introduces leveraged SOL trading, explaining that borrowed capital increases market exposure and magnifies both gains and losses. It describes SOL futures as a way to speculate on price changes without holding the token, and perpetual futures as…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document surveys recent market developments around Ethereum and Bitcoin, combining short-term price commentary with institutional demand, staking, futures liquidations, altcoin activity, and regulation. For ETH, it links resistance near a recent high and…

CryptoFuturesTechnical indicatorsSentiment
OKX Learn

This overview compares spot crypto trading with derivatives, focusing on futures and options. Spot trading transfers ownership of the asset, while derivatives provide price exposure through contracts. The document describes futures as suited to directional…

CryptoFuturesOptionsPerpetual futures