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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 outlines general features and trading considerations for STBL perpetual contracts. It explains that perpetuals have no expiration date and describes round-the-clock access and high leverage as features. It suggests stop-loss orders, conservative…

CryptoPerpetual futuresFuturesRisk management
OKX Learn

The document explains two crypto arbitrage approaches: spread trading between spot and futures or between derivatives, and funding-rate trading that pairs a spot position with an opposing perpetual swap. It describes how opposing legs can offset much of the…

CryptoArbitrageSpot marketsFutures
OKX Learn

The document explains cash-and-carry trades that pair a spot position with an equal and opposite futures position. In contango, the trader buys spot and shorts a higher-priced future, aiming to capture the price spread as it narrows toward settlement;…

CryptoArbitrageCarryFutures
OKX Learn

EthereumPoW (ETHW) is described as a fork that retained proof-of-work after Ethereum moved to proof-of-stake in 2022. The article compares the two consensus approaches: ETHW uses miners and more energy, while Ethereum uses stakers and less energy. It also…

CryptoFuturesSpot marketsRisk management
OKX Learn

The document introduces spot and futures-based crypto ETFs, distinguishing direct cryptocurrency holdings from exposure through futures contracts. It says spot funds can track the underlying asset more closely, while futures funds may face higher costs and…

CryptoSpot marketsFuturesRisk management
OKX Learn

The article presents a bullish account of Cardano’s recent market activity, citing a move above resistance, a proposed support zone, exponential moving average crossovers, and a falling wedge pattern. It identifies near-term and longer-range price targets…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

The document explains OKX premarket as a venue for trading futures or perpetual-style contracts tied to tokens before their spot listings. Prices form through supply and demand, and eligible users may open positions, use leverage where offered, and close…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The article reviews factors it associates with AERO’s price, including activity on the Base blockchain, the token’s role in the Aerodrome decentralized exchange, broader crypto sentiment, and reported growth in trading and liquidity. It names Chaikin Money…

CryptoDeFiTechnical indicatorsMomentum
OKX Learn

This guide explains Ethereum’s former proof-of-work mining process, including the roles of hash rate, mining pools, hardware, electricity costs, and network difficulty in miner economics. It describes the difficulty bomb as a protocol mechanism that…

CryptoFuturesRisk managementStatistics
OKX Learn

This guide explains basic crypto derivatives trading through futures, including perpetual and expiry contracts. It distinguishes long and short exposure and shows how buy and sell actions open or close each position. It also outlines order-entry concepts…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document explains how leveraged futures positions are forcibly closed when margin can no longer cover losses. With high leverage, relatively small price moves can trigger liquidations; those forced closures may add selling pressure, causing further price…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The article outlines factors it associates with institutional participation in digital assets: real-world asset tokenization, crypto futures and derivatives, and stablecoin integration. Its central example is a Chainlink and GLEIF collaboration that combines…

CryptoFuturesOn-chain dataDeFi
OKX Learn

The document introduces crypto exchange-traded funds as a way to obtain cryptocurrency exposure through conventional brokerage accounts. It distinguishes funds tied to spot assets from those tracking futures, and describes potential advantages such as…

CryptoFuturesOptionsRisk management
OKX Learn

The article surveys how contracts shape crypto markets through regulation and trading products. It describes CFTC initiatives seeking feedback on spot crypto contracts and leveraged spot trading, and SEC–CFTC collaboration on digital asset classification and…

CryptoDerivatives pricingFuturesPerpetual futures
OKX Learn

The document describes a rise in altcoin futures leverage and a shift in speculative activity toward Ethereum. It uses open interest, futures and perpetual volume shares, stablecoin supply, funding payments, and market capitalization changes to frame the…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document describes a sharp crypto selloff attributed to renewed U.S.–China trade tensions, with leveraged liquidations amplifying the initial decline. It reports more than $19 billion in liquidations over 24 hours, including $16.7 billion from long…

CryptoFuturesVolatilityTechnical indicators
OKX Learn

The document links XRP’s market outlook to the resolution of Ripple’s legal dispute with the SEC, describing the settlement as a source of regulatory clarity that could support institutional use, including cross-border payments. It also discusses reported…

CryptoFuturesTechnical indicatorsOn-chain data
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 article explains crypto ETFs as exchange-traded products that provide exposure to digital assets without requiring investors to hold the assets directly. It focuses on reported SEC process changes, including automatic effectiveness after a stated waiting…

CryptoUS marketsSpot marketsFutures
OKX Learn

The article reviews factors offered to explain Ethereum’s move above $3,000: recent ETF inflows, lower network fees, growth in total value locked, Layer 2 activity, and a break above the weekly EMA50. It also describes corporate interest in Ethereum for…

CryptoSentimentTechnical indicatorsDeFi
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

This overview presents Ethereum price analysis through stated support and resistance zones, with $4,070–$4,100 described as support and $4,360–$4,590 as resistance. It suggests combining these areas with moving averages and the Relative Strength Index to…

CryptoTechnical indicatorsFuturesOn-chain data
OKX Learn

The document explains how leverage lets traders control positions larger than their posted capital, increasing both potential gains and losses. Its central market mechanism is the liquidation cascade: adverse price movement can trigger margin calls and…

CryptoFuturesVolatilityRisk management
OKX Learn

The article describes SharpLink Gaming’s reported purchase of 176,271 ETH for about $463 million, funded through equity sales and private placements. It says the company became the largest public Ethereum holder and staked or used liquid staking for more…

CryptoTechnical indicatorsFuturesRisk management