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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

8,431 documents

OKX Learn

The article recounts an October 2025 crypto market crash, attributing the selloff to a geopolitical shock and describing how leveraged positions and automated liquidation systems on centralized exchanges may have amplified price declines. It highlights…

CryptoRisk managementMarket microstructureDeFi
OKX Learn

The document explains Bollinger Bands as a volatility indicator built from a moving average and upper and lower bands set by a multiple of price standard deviation. Its example uses a 20-period simple moving average and bands two standard deviations away;…

CryptoTechnical indicatorsVolatilityBreakout
OKX Learn

The document describes USDC’s use in trading, payments, remittances, and preserving purchasing power in countries with volatile currencies. It contrasts USDC’s emphasis on regulatory compliance with USDT’s larger market capitalization, and presents the…

CryptoDeFi
OKX Learn

The document introduces exchange-traded funds and explains how a spot crypto ETF gives investors price exposure through fund shares traded on a stock exchange. In the spot structure described, the fund holds the underlying cryptocurrency with a custodian,…

CryptoSpot marketsFuturesRisk management
OKX Learn

The document explains token unlocks as the release of previously restricted tokens into circulation. It frames them as potential short-term catalysts: a larger available supply may create selling pressure, while additional liquidity may also support project…

CryptoEvent-drivenVolatilityRisk management
OKX Learn

The document explains total value locked (TVL) as the dollar value of assets held in a protocol’s smart contracts, calculated by multiplying each asset quantity by its current market price and summing the results. It presents TVL as an indicator of activity,…

CryptoDeFiOn-chain dataStatistics
OKX Learn

The document describes MicroStrategy’s corporate Bitcoin accumulation strategy, including a shift toward smaller, more frequent purchases and the use of capital raised through stock offerings to fund acquisitions. It presents BTC Yield and BTC $Gain as…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The document portrays PUMP as a highly volatile Solana meme token whose moves may reflect broader crypto conditions, liquidity, social media attention, and community sentiment. It names several tools traders might use to examine price action: RSI for…

CryptoTechnical indicatorsVolatilitySentiment
OKX Learn

The document explains calls and puts as contracts that give buyers the choice to transact at a fixed strike on a specified expiry date. Buyers pay a premium, while sellers receive it and post margin. It uses a call example to show that a favorable price…

OptionsCryptoDerivatives pricingRisk management
OKX Learn

This overview describes common design elements in decentralized platforms across finance, gaming, healthcare, logistics, and other fields. It explains hybrid architectures that keep some operations transparent on-chain while processing sensitive or complex…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document reviews Stellar’s reported price rise alongside network development and adoption claims. It describes Protocol 23 features including prioritization of live state and parallel transaction scheduling, which are presented as ways to improve latency…

CryptoTechnical indicatorsMomentumSpot markets
OKX Learn

This market commentary links crypto weakness to subdued activity, reduced liquidity, and political uncertainty, while also discussing equity reactions to anticipated rate cuts. It cites a 70-year sample of 17 rate-cut cycles in which the S&P 500 averaged a…

CryptoEquitiesOptionsVolatility
OKX Learn

The document presents a bullish case for Dogecoin based on an ascending price channel, support and resistance zones, holder behavior, whale activity, and rising trading volume. It identifies support around $0.24–$0.25 and resistance at $0.28, $0.30, and…

CryptoTechnical indicatorsBreakoutOn-chain data
OKX Learn

The article presents a bullish Ethereum outlook based on institutional investment, planned network upgrades, on-chain accumulation, and Ethereum’s role in DeFi, NFTs, and tokenized assets. It cites forecasts for prices through 2025, ETF investment flows, and…

CryptoTechnical indicatorsBreakoutDeFi
OKX Learn

The article compares Hyperliquid, Lighter, and Aster amid reported growth in decentralized perpetual trading. It highlights trading volume, market share, open interest, and open-interest-to-volume ratios as ways to assess platform position and the character…

CryptoPerpetual futuresMarket microstructureDeFi
OKX Learn

The article describes BONK as a Solana meme token that has gained integrations across decentralized applications, DeFi, NFTs, and gaming. It attributes price movements to broader crypto market sentiment, Solana ecosystem growth, and community attention,…

Crypto
OKX Learn

The guide explains how U.S. federal tax rules generally distinguish crypto disposals from crypto income. Selling, swapping, or spending an asset can realize a capital gain or loss, with the holding period determining whether short-term ordinary rates or…

CryptoUS marketsRisk managementDeFi
OKX Learn

The document introduces Avalanche as a multi-chain blockchain platform and explains the distinct roles of its X-Chain, C-Chain, and P-Chain. The C-Chain supports Ethereum-compatible applications, while the P-Chain handles subnet creation and management; the…

CryptoDeFiExecutionPortfolio construction
OKX Learn

The document compares FORTH, the governance token for Ampleforth, with LUNC, the token associated with the Terra Classic chain. It explains that FORTH holders can propose and vote on protocol decisions related to a system whose AMPL token supply adjusts…

CryptoDeFiPortfolio construction
OKX Learn

The document describes a large trader on Hyperliquid who reportedly built leveraged short positions after profiting during a market decline. It discusses the scale and leverage of those positions, similar bearish bets by other accounts, and the resulting…

CryptoPerpetual futuresOn-chain dataTechnical indicators
OKX Learn

The document attributes XRP’s recent price strength to several overlapping factors: technical momentum, large-holder accumulation, institutional activity, and ecosystem changes. It cites price moves above resistance levels, an RSI described as not yet…

CryptoMomentumTechnical indicatorsSentiment
OKX Learn

The document describes Shibarium as a planned Layer 2 network connected to Ethereum, intended to process Shiba Inu ecosystem transactions with lower fees and faster throughput. It says BONE would pay gas fees, while transactions would also trigger SHIB…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The article outlines factors that may affect a crypto token airdrop’s reception and subsequent trading: fully diluted valuation (FDV), liquidity, allocation size, distribution transparency, and community involvement. It argues that a high launch valuation…

CryptoRisk managementMarket makingSentiment