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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
Quantpedia
86 documents
TqSdk
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 document describes token burns as a supply-management mechanism, typically carried out by sending tokens to an inaccessible address. It discusses the intended effects on scarcity, token economics, and market attention, while emphasizing that these…

CryptoOn-chain dataDeFi
OKX Learn

The document explains how stablecoins connect traditional finance with blockchain markets, where they serve as trading assets, cross-border payment instruments, and liquidity in decentralized finance. It describes their use in liquidity pools and lending, as…

CryptoDeFi
OKX Learn

The document explains Fetch.ai as a blockchain platform for autonomous software agents that can discover services, negotiate, and carry out tasks through APIs and smart contracts. Its examples include travel booking, shopping, mobility, and supply-chain…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The document introduces sBridge, a cross-chain bridge developed by Solayer for Solana Virtual Machine semantics. It says the bridge is designed to transfer assets between chains without relying on EVM intermediaries, and claims transaction finality under one…

CryptoDeFiExecutionRisk management
OKX Learn

The document links Ethereum’s planned zkEVM scaling work with market activity and possible altcoin rotation. It describes zkEVM as processing transactions off-chain with zero-knowledge proofs, with goals of faster finality and lower costs. It also points to…

CryptoMomentumPerpetual futuresTechnical indicators
OKX Learn

The document describes Unich as a decentralized venue for trading protocol points and tokens before their token generation events. It highlights OTC trading, smart contracts, and early access as platform features, but provides little detail on how trades are…

CryptoExecutionRisk management
OKX Learn

The document describes Avalanche’s fee mechanism as burning part of transaction fees while distributing the remainder as staking rewards. It frames this design as a trade-off between reducing token supply and compensating network validators. It also outlines…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document explains how crypto exchange-traded products can combine exposure to assets such as Ethereum and Solana with staking rewards accrued inside a fund. It describes the proposed investor benefits: yield exposure through a familiar vehicle,…

CryptoDerivatives pricingRisk managementPortfolio construction
OKX Learn

The document surveys bullish chart patterns proposed for XRP, including cup-and-handle, Elliott Wave correction, and flag formations. It names support and resistance zones and describes how traders might interpret a move through resistance as a potential…

CryptoTechnical indicatorsBreakoutMomentum
OKX Learn

The document describes MicroStrategy’s large Bitcoin treasury, its reported acquisition cost and valuation, and how purchases are financed through equity, convertible debt, and preferred instruments. It frames this capital structure as a way to sustain…

CryptoPortfolio constructionRisk managementSpot markets
OKX Learn

The document surveys features grouped under “limitless trading”: token staking incentives, fee promotions, decentralized prediction markets, governance tokens, high-leverage futures, and early access to memecoins. It describes prediction markets as…

CryptoFuturesOptionsDeFi
OKX Learn

The article presents Sonic, formerly Fantom, as a Layer 1 blockchain competing on transaction speed, fees, and scalability. It attributes these aims to the Lachesis consensus mechanism and describes applications across DeFi, gaming, and supply chain use. It…

CryptoDeFiFuturesTechnical indicators
OKX Learn

The document surveys factors that may drive Bitcoin price volatility, grouping them into macroeconomic conditions, regulation, and market events. It notes that changes in central bank rates can affect liquidity and demand for alternative assets, while…

CryptoVolatilityTechnical indicatorsRisk management
OKX Learn

The article examines the EU’s exploration of public blockchains, particularly Ethereum and Solana, as possible infrastructure for a digital euro. It contrasts public networks, which may offer interoperability with DeFi and programmable applications, with…

CryptoMulti-assetDeFiMarket microstructure
OKX Learn

The document introduces crypto futures and options, explaining their basic contract structures and common roles in speculation, hedging, and portfolio management. Futures obligate counterparties to transact at a set price and can use leverage; options give…

CryptoFuturesOptionsRisk management
OKX Learn

The article surveys how meme coins may expand beyond community branding through staking, trading tools, NFTs, and DeFi integrations. It discusses token burns and staking rewards as mechanisms projects use to encourage holding, and presales as a way to raise…

CryptoDeFiSentimentVolatility
OKX Learn

This overview describes X Layer as an Ethereum-compatible Layer 2 built with Polygon CDK and integrated with OKX Wallet, Exchange, and Pay. It explains the network’s Pessimistic Proof upgrade as a design in which transactions are processed on X Layer while…

CryptoDeFiOn-chain dataExecution
OKX Learn

Aevo is presented as a derivatives-focused decentralized exchange built on a custom Ethereum rollup. It matches orders off-chain and settles trades on-chain, aiming to combine faster execution and lower fees with Ethereum settlement. The platform offers…

CryptoFuturesOptionsPerpetual futures
OKX Learn

The document examines a July 2025 outage in Polygon’s Heimdall consensus layer, attributed to a validator exit exposing a consensus bug after the Heimdall V2 upgrade. It explains that Bor continued producing blocks and processing transactions during the…

CryptoMarket microstructureRisk managementDeFi
OKX Learn

The article frames Dogecoin’s potential recovery through a double-bottom pattern, a move above its 50-day trendline, higher lows, and resistance near a supply concentration. It combines these chart observations with on-chain holder losses and broader…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The document explains how leveraged positions in crypto derivatives can be forcibly closed when margin falls below maintenance requirements, potentially adding to volatility. It introduces liquidation heatmaps as a way to locate price levels with…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The document describes South Korea’s interim approach to crypto lending, emphasizing retail safeguards against punitive interest rates and unfavorable liquidation terms. It places these measures within a phased regulatory strategy and a wider effort to align…

CryptoDeFiRisk management
OKX Learn

The article attributes Solana’s recovery to rising activity in its decentralized application ecosystem, renewed demand for meme coins, and proposed scaling work. It cites reported fees, revenues, token gains, trading volume, market capitalization, and…

CryptoDeFiOn-chain dataSentiment