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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

9,660 documents

OKX Learn

The document explains how decentralized exchanges let users trade from personal wallets through smart contracts. It outlines automated market makers, where liquidity providers supply token pools and earn fees, as well as on-chain order books and hybrid…

CryptoDeFiMarket microstructureExecution
OKX Learn

This beginner guide covers buying SOL, choosing wallets, securing private keys, and exploring applications on the Solana network. It distinguishes non-custodial wallets, which give users control of their keys, from hardware wallets used for offline storage.…

CryptoDeFiExecutionRisk management
OKX Learn

The article outlines five categories of tools intended to support disciplined trading: an automated spot and perpetual futures funding-rate arbitrage bot, calculators for profit and loss and position outcomes, price alerts, advanced limit order instructions,…

CryptoFuturesArbitrageRisk management
OKX Learn

The document discusses legal questions around DASH, including whether it could qualify as a security under the Howey test. It outlines the test’s elements and summarizes opposing views: proponents emphasize decentralization and the lack of a central…

CryptoRisk managementExecutionDeFi
OKX Learn

The document surveys several developments affecting crypto markets and infrastructure. Its security section describes a supply-chain attack involving compromised JavaScript packages that could alter website content and modify wallet transaction details to…

CryptoRisk managementExecutionMarket microstructure
OKX Learn

The document describes an EEA payment card funded by USDC or USDG held in an OKX Pay account. At purchase, the stablecoin balance is converted to euros; the merchant receives fiat through the Mastercard network. It outlines the stated cost structure: no card…

CryptoSpot marketsExecutionDeFi
OKX Learn

The article presents FalconX's partnership with Standard Chartered as a way to connect institutional crypto services with established banking infrastructure. It highlights banking access, fiat off-ramps, and cross-border settlement as operational challenges…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The article describes agentic commerce as shopping delegated to AI systems, shifting commercial decisions from human browsing and checkout toward user intent. It argues that merchants may need to make product information and trust signals legible to agents,…

CryptoMachine learningExecutionRisk management
OKX Learn

The document explains how decentralized exchange bots automate trades through wallet-connected, on-chain systems, contrasting this arrangement with bots that hold funds on centralized exchanges. It surveys approaches including dollar-cost averaging, grid…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document explains Solana’s proposed role in payment systems, emphasizing transaction speed and low fees as advantages for businesses and institutions. It describes how stablecoins such as USDC and USDT can use Solana for payments and transfers, and names…

CryptoExecutionMarket microstructure
OKX Learn

The document explains Ethereum’s EIP-1559 fee system, introduced in the London upgrade in August 2021. It contrasts the earlier first-price gas auction with a protocol-set base fee that responds to network demand, an optional priority tip, and blocks that…

CryptoMarket microstructureExecutionDeFi
OKX Learn

The document describes a reported sale of more than 80,000 BTC, valued at about $9 billion, by a long-held Bitcoin investor through Galaxy Digital. It says Bitcoin briefly dipped and then recovered, interpreting the response as evidence that available…

CryptoSpot marketsMarket microstructureExecution
OKX Learn

The document explains Tether’s planned integration of USDT with Bitcoin and the Lightning Network, positioning Bitcoin’s base layer as a security foundation and Lightning as a route to faster, lower-cost transfers. Taproot Assets is described as enabling…

CryptoDeFiOn-chain dataExecution
OKX Learn

A limit order sets the worst acceptable price for a buy or sell. A buy limit is generally placed below the current market and executes at its limit price or better; a sell limit is generally placed above the market and executes at its limit or better. The…

ExecutionMarket microstructureRisk management
OKX Learn

This guide links failed or delayed Solana transfers to network congestion, insufficient SOL for fees or account requirements, expired blockhashes, address errors, program failures, and RPC interruptions. It recommends checking a transaction signature in an…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article explains Stellar as a public blockchain designed for lower-cost payments and transfers across currencies. Its Stellar Consensus Protocol is described as the mechanism supporting transaction agreement, while XLM serves as the native asset used for…

CryptoSpot marketsDeFiExecution
OKX Learn

The guide surveys OKX futures products and platform functions. It distinguishes dated contracts from perpetuals and compares stablecoin-margined with coin-margined contracts. It also describes isolated, cross, and portfolio margin, order types including OCO,…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document defines a trading pair as two assets exchanged relative to one another and distinguishes crypto-to-crypto, crypto-to-fiat, and crypto-to-stablecoin markets. It explains that the quote asset provides the reference for valuing the other asset,…

CryptoExecutionMarket microstructureTechnical indicators
OKX Learn

The document distinguishes three services described as instant Bitcoin exchanges: brokerage interfaces for quick fiat purchases, non-custodial services for direct crypto swaps, and the Lightning Network for rapid Bitcoin transfers. It clarifies that instant…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The document compares centralized exchanges (CEXs), which custody customer funds and commonly use internal matching engines, with decentralized exchanges (DEXs), where users trade from their own wallets through smart contracts. It contrasts their typical…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The guide explains a crypto swap as a direct conversion between digital assets, often using an instant quote rather than an order book. It contrasts this route with exchange trading, which can offer more control over price, and walks through selecting…

CryptoExecutionMarket microstructure
OKX Learn

The document explains Avalanche’s X-, P-, and C-Chain structure, distinguishing asset exchange, validator and subnet functions, and EVM-compatible smart contract activity. It compares wallet categories for AVAX users: Core Wallet is presented as supporting…

CryptoDeFiRisk managementExecution