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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

8,431 documents

OKX Learn

This beginner guide proposes evaluating cryptocurrencies through market capitalization and liquidity, operating history, security reputation, clarity of purpose, exchange availability, and developer and community activity. It uses these criteria to introduce…

CryptoRisk managementPortfolio constructionSpot markets
OKX Learn

The document describes unauthorized cryptocurrency mining in Siberia and other Russian regions, where cold weather and relatively inexpensive electricity attract operators. It explains how unmetered or illicit connections can shift power costs onto utilities…

CryptoRisk managementOn-chain data
OKX Learn

This overview describes Hyperliquid as a decentralized exchange with a proprietary blockchain and an on-chain order book. Its trading focus is perpetual futures, including leverage of up to 50 times and custom contracts referred to as Hyperps. It also…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The article describes Swell as an Ethereum liquid-staking protocol. Users stake ETH and receive swETH, a liquid representation of the staked position, or rswETH when pursuing restaking. These tokens may be traded or used in DeFi lending, liquidity provision,…

CryptoDeFiRisk management
OKX Learn

This guide outlines a discretionary approach to Bitcoin trading that combines market context, technical indicators, and trade style. It explains how simple moving averages can indicate trend direction, using a 50-day average crossing above a 200-day average…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

This white paper describes WLD as an Ethereum-based utility token associated with Worldcoin’s proof-of-personhood identity protocol. Its stated intended role is future governance: holders may vote on protocol upgrades and parameter changes if a DAO is…

CryptoOn-chain dataRisk management
OKX Learn

The document explains wallet types and institutional custody practices through reported Bitcoin activity by SpaceX. It describes the company as holding approximately 5,790 BTC after previously holding 8,285 BTC, and reports a transfer of 2,495 BTC to two new…

CryptoOn-chain dataRisk managementSpot markets
OKX Learn

The document surveys Filecoin (FIL) price outlooks and factors that may affect demand. It gives a 2025 forecast range of $2.50 to $6.00 and says longer-term projections diverge even more, without providing specific later targets. Potential catalysts include…

CryptoTechnical indicatorsRisk managementStatistics
OKX Learn

The document reviews Stellar (XLM) through price levels, technical indicators, market flows, and network developments. It identifies resistance zones from $0.295 to $0.32, $0.34 to $0.36, and $0.40 to $0.50, with support at $0.25 and $0.22. It describes a…

CryptoMomentumTechnical indicatorsBreakout
OKX Learn

The document introduces decentralized science (DeSci) as a blockchain-based approach to research funding, collaboration, and oversight. It contrasts centralized traditional science with models that use tokenized intellectual property, decentralized…

CryptoDeFiStatisticsRisk management
OKX Learn

The document describes Jito as a major Solana liquid staking protocol and introduces JTO as a governance token launched in November 2023. It says Jito’s protocol combines liquid staking with off-chain blockspace auctions intended to improve returns for…

CryptoDeFiTechnical indicatorsRisk management
OKX Learn

The document explains how large cryptocurrency holders can influence prices and sentiment through substantial purchases or sales. It describes visible whale transactions as possible signals that affect retail expectations and notes that whales may take…

CryptoSentimentVolatilityOn-chain data
OKX Learn

The document presents a bullish Ethereum outlook built from chart patterns, institutional flows, staking, network activity, and derivatives positioning. It describes an ascending triangle near resistance and a symmetrical triangle that could break either…

CryptoBreakoutTechnical indicatorsOn-chain data
OKX Learn

The article reports consecutive net withdrawals from spot Bitcoin and Ethereum exchange-traded funds during a period of cryptocurrency price declines. It breaks out selected fund flows, points out that one Bitcoin product recorded an inflow while most others…

CryptoSentimentStatisticsSpot markets
OKX Learn

The article contrasts Cardano and XRP through their network designs and intended uses. It describes Cardano as a proof-of-stake platform for smart contracts and decentralized applications, and XRP as an asset aimed at cross-border payments and institutional…

CryptoDeFiSentimentRisk management
OKX Learn

The guide explains how Solana lending protocols let users supply assets to shared pools and earn interest paid by borrowers. Borrowers pledge crypto collateral, while variable rates respond to pool supply and demand. It distinguishes permissionless DeFi…

CryptoDeFiRisk managementCarry
OKX Learn

The article discusses large SHIB transfers from Coinbase hot wallets to external wallets, noting that recipients showed little subsequent activity. It presents long-term custody, accumulation, and repositioning as possible explanations, while acknowledging…

CryptoOn-chain dataTechnical indicatorsBreakout
OKX Learn

The document explains that leverage lets a trader control a larger crypto position with less initial capital, magnifying both gains and losses. It links high leverage to liquidation cascades: small price changes can force position closures, adding volatility…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article surveys two crypto narratives it associates with 2024: meme coins and real-world asset tokens. It reports market-cap increases of 1,500% for meme coins and 900% for RWA tokens, compared with under 200% for Bitcoin. It describes tokenized real…

CryptoDeFiPortfolio constructionSentiment
OKX Learn

The document describes CME Group’s launch of standard and micro XRP futures as a regulated way to gain exposure to XRP price movements. It gives contract sizes of 50,000 XRP and 2,500 XRP, respectively, and identifies hedging and speculation as potential…

CryptoFuturesDerivatives pricingRisk management
OKX Learn

The document describes APEX price volatility and lists possible drivers: large holder accumulation, institutional trading, community incentives, and confusion with the similar APX ticker. It also highlights a planned token unlock, which could add supply and…

CryptoVolatilityOn-chain dataDeFi
OKX Learn

The document outlines a possible role for Brazil’s renewable energy surplus in cryptocurrency mining. Wind, solar, hydropower, and biogas are described as potential energy sources, while miners’ ability to vary consumption could let them use power when…

CryptoCommoditiesRisk management
OKX Learn

The document explains how a stop loss can trigger an exit after a chosen price is reached, and contrasts a market stop with a stop limit. A market stop prioritizes execution at the next available price, so slippage can make the fill worse than the trigger. A…

CryptoRisk managementExecutionDeFi