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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

9,660 documents

OKX Learn

This guide explains how blockchain contract security depends on code review, permission design, testing, and ongoing monitoring. It describes common failure modes including reentrancy, weak access controls, arithmetic errors, oracle manipulation, denial of…

CryptoDeFiRisk managementExecution
OKX Learn

The document describes a reported sale of 80,000 BTC, valued at about $9 billion, from wallets said to have been dormant for 14 years. Galaxy Digital reportedly helped distribute the Bitcoin across exchanges and retained part of the holdings. The article…

CryptoOn-chain dataMarket microstructureExecution
OKX Learn

This guide explains how to attach take-profit and stop-loss conditions to an OKX X-Perps order before opening a position. Traders can enter percentage moves or specific price levels, select a long or short position, and review the displayed liquidation price…

CryptoPerpetual futuresRisk managementExecution
OKX Learn

The guide lays out a beginner path for learning crypto trading: study market and order basics, select an exchange carefully, practice with simulated funds, and only then consider small live trades. It introduces day trading, swing trading, holding,…

CryptoTechnical indicatorsRisk managementExecution
OKX Learn

The announcement describes an expanded integration that lets institutional clients trade on OKX through CoinRoutes. The platform combines exchange access with algorithmic execution, market data dashboards, and transaction cost analysis. It supports automated…

CryptoExecutionMarket microstructureRisk management
OKX Learn

This article explains Lightning Network capacity as the Bitcoin held in payment channels and distinguishes publicly visible channels from private, unannounced ones. It uses public capacity milestones and declines to illustrate that the visible metric can…

CryptoMarket microstructureExecutionRisk management
OKX Learn

The document describes Eclipse as an Ethereum Layer 2 that combines the Solana Virtual Machine for execution with Ethereum for settlement, Celestia for data availability, and RISC Zero for cryptographic proofs. It presents this modular arrangement as a way…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document presents QuickSwap as a decentralized exchange operating within Polygon’s DeFi ecosystem. It links Polygon’s lower transaction costs and faster processing with the possibility of cheaper trading, and describes QuickSwap’s liquidity partnerships,…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document examines Arthur Hayes's reported transfer of 700 ETH to market maker B2C2 amid sales of other tokens. It uses the event to discuss how large wallet movements can affect trader sentiment and possibly coincide with short-term volatility. It also…

CryptoOn-chain dataMarket microstructureSentiment
OKX Learn

The document explains high-frequency trading as automated execution of many orders over very short intervals, using high-frequency data and algorithms to identify signals and act faster than manual traders. It describes colocation near exchange servers as a…

CryptoHigh-frequency tradingMarket makingArbitrage
OKX Learn

This guide outlines the steps for trading X-Perps, described as expiry perpetuals, on OKX for eligible EEA users. It covers prerequisites such as account verification, funding, and an appropriateness assessment, then walks through selecting a listed market,…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

The document explains a design for linear digital-asset futures that consolidates trading into one USD order book while allowing settlement in fiat USD, USDC, or USDG. It presents this structure as a response to liquidity fragmentation across separate…

CryptoFuturesPerpetual futuresExecution
OKX Learn

The article surveys cryptocurrency arbitrage methods, then focuses on peer-to-peer trading across currencies, payment methods, platforms, and regions. It describes simple cross-platform trades, cross-border price differences, payment-method premiums,…

CryptoArbitrageExecutionRisk management
OKX Learn

The document describes 1inch as a decentralized exchange aggregator that searches liquidity across venues and can split orders among pools to seek better execution and reduce slippage. It also outlines the 1INCH token’s stated governance and liquidity…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains cross-exchange crypto arbitrage: buying an asset where its price is lower and selling where it is higher, while accounting for whether the spread survives execution. It illustrates the idea with a Bitcoin price difference across two…

CryptoArbitrageFuturesSpot markets
OKX Learn

The article compares decentralized and centralized crypto exchanges through the themes of trading activity, custody, privacy, technology, and regulation. It reports a DEX-to-CEX volume ratio of 0.23 and interprets this as evidence of growing interest in…

CryptoDeFiMarket microstructureExecution
OKX Learn

The article describes Tron’s planned feature that would let USDT cover transaction fees, removing the need for users to hold TRX for that purpose. It frames the change as a response to Tron’s energy-and-bandwidth fee model and compares the costs cited for…

CryptoDeFiSpot marketsExecution
OKX Learn

The document describes maximal extractable value as profit gained by changing transaction order, insertion, or censorship. It focuses on bots that front-run, back-run, or sandwich trades, arguing that their speculative transactions consume blockspace and can…

CryptoDeFiArbitrageExecution
OKX Learn

This guide explains how to move crypto from an OKX exchange account to a private wallet. It covers preparing a wallet and backing up its recovery phrase, locating the exchange withdrawal flow, entering a receiving address, choosing a compatible blockchain…

CryptoExecutionRisk managementSpot markets
OKX Learn

Uniswap’s Permit2 is presented as a shared contract for managing ERC-20 token permissions across decentralized applications. Instead of repeating on-chain approvals for each interaction, users can sign permission requests, while developers can integrate a…

CryptoDeFiExecutionRisk management
OKX Learn

The document describes Ripple’s cross-border payments model, focusing on RLUSD as a dollar-pegged settlement asset and XRP as a bridge for converting between fiat and digital currencies. It presents stablecoins as a way to reduce currency-conversion friction…

CryptoForexMarket microstructureExecution
OKX Learn

The document introduces Orca as a Solana-based decentralized exchange and describes its focus on lower-cost, faster token swaps. Its main trading mechanism is Whirlpools, concentrated liquidity pools that allocate liquidity within selected price ranges. The…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article uses a reported Pi Network website access incident to illustrate a basic security tradeoff for crypto platforms. Users reportedly encountered automated security blocks after submitting certain text or malformed data. The platform’s reliance on an…

CryptoRisk managementExecution
OKX Learn

The document offers a brief checklist for buying the FLUID token through a decentralized exchange. Its most concrete guidance is to verify the token’s contract address against official project sources and a blockchain explorer before trading, since a ticker…

CryptoDeFiExecutionRisk management