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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

3,101 documents

OKX Learn

This article describes how spot crypto ETFs and market makers can connect traditional investors with digital assets. It discusses BlackRock’s Bitcoin and Ethereum funds as examples of institutional access, citing asset holdings and flow figures reported in…

CryptoSpot marketsMarket makingExecution
OKX Learn

The document explains Status as an Ethereum-based application combining peer-to-peer messaging, a crypto wallet, and a Web3 browser. It describes end-to-end encrypted messaging, wallet-to-wallet communication, and node operators that relay or retain message…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The guide explains Solana staking as delegation: holders assign SOL to validators that process transactions, with rewards distributed according to stake and validator performance. It describes rewards as recurring by epoch, outlines exchange and self-custody…

CryptoRisk managementSpot markets
OKX Learn

The document explains how a spot Dogecoin ETF provides exposure through a regulated investment product, removing the need for investors to manage wallets or private keys directly. It describes a promotional fee schedule of 0% on the first $1 billion traded,…

CryptoSpot marketsUS marketsSentiment
OKX Learn

The article explains how wrapped Bitcoin represents BTC on another blockchain, allowing holders to use Bitcoin-linked value in decentralized finance. It describes the basic custody model: Bitcoin is held by a custodian while corresponding tokens are issued,…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document explains two crypto arbitrage approaches: spread trading between spot and futures or between derivatives, and funding-rate trading that pairs a spot position with an opposing perpetual swap. It describes how opposing legs can offset much of the…

CryptoArbitrageSpot marketsFutures
OKX Learn

The document is a beginner’s guide to Magic Eden, describing its marketplace for buying, selling, and minting NFTs across Solana, Ethereum, Polygon, and Bitcoin Ordinals. It walks through wallet connection, collection discovery, purchases, listings, and the…

CryptoSpot marketsExecutionRisk management
OKX Learn

The guide explains how OKX represents stock- and ETF-linked tokens as share-equivalent spot balances. It distinguishes this price exposure from direct share ownership and shareholder rights, and covers order types, trading outside U.S. market hours,…

EquitiesSpot marketsExecutionRisk management
OKX Learn

The article treats net flows into Bitcoin ETFs as a gauge of institutional demand and market sentiment. It compares activity across funds including FBTC, BITB, IBIT, and GBTC, and discusses how inflows and outflows may accompany changes in Bitcoin prices and…

CryptoSentimentUS marketsSpot markets
OKX Learn

The article surveys changes in decentralized trading in 2025, focusing on Ethereum’s Pectra upgrade, Hyperliquid’s perpetual market share, and waning Solana activity after a downturn in memecoins. It also discusses institutional adoption, regulatory clarity,…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

EthereumPoW (ETHW) is described as a fork that retained proof-of-work after Ethereum moved to proof-of-stake in 2022. The article compares the two consensus approaches: ETHW uses miners and more energy, while Ethereum uses stakers and less energy. It also…

CryptoFuturesSpot marketsRisk management
OKX Learn

The document describes YieldBasis, a DeFi protocol built on Curve infrastructure that aims to provide yield for Bitcoin and Ethereum holders while addressing impermanent loss. Its stated approach pairs deposited BTC with an equivalent value of crvUSD using…

CryptoDeFiRisk managementSpot markets
OKX Learn

The document introduces spot and futures-based crypto ETFs, distinguishing direct cryptocurrency holdings from exposure through futures contracts. It says spot funds can track the underlying asset more closely, while futures funds may face higher costs and…

CryptoSpot marketsFuturesRisk management
OKX Learn

The document introduces MetaMask USD (mUSD) as a dollar-pegged stablecoin issued by Bridge and described as backed one-to-one by liquid assets. It says the initial deployment is planned for Ethereum and Linea, with direct integration into MetaMask for swaps,…

CryptoDeFiSpot marketsOn-chain data
OKX Learn

The document reports the launch of the MELANIA meme coin on Solana on January 19, 2025, one day after the TRUMP coin launch. It says MELANIA reached a market capitalization of $4 billion within 30 minutes and that its arrival coincided with a decline in…

CryptoSpot marketsSentimentVolatility
OKX Learn

The document explains XRP as a digital asset on the XRP Ledger, emphasizing cross-border payments and its role as a bridge currency. It describes On-Demand Liquidity as a way for payment providers to source XRP between fiat currencies instead of maintaining…

CryptoSpot marketsDeFiOn-chain data
OKX Learn

The document discusses how scarcity, whitelist access, expected airdrops, and ecosystem ties can influence interest in the TrailHeads and Mirror NFT collections. It describes a broad speculative framework: traders watch NFT supply and secondary-market…

CryptoOn-chain dataSentimentEvent-driven
OKX Learn

The article describes MEMEFI as an Ethereum ERC-20 token used in the MemeFi app and Telegram advertising network. It lists possible functions including rewards, character development, in-app purchases, and discounted advertising services. It also notes that…

CryptoDeFiSpot marketsExecution
OKX Learn

The article surveys how Ethereum’s token ecosystem relates to exchange trading. It notes that ERC-20 and ERC-721 standards support token compatibility, and that exchanges may require transaction confirmations for deposits and withdrawals. It also discusses…

CryptoSpot marketsMarket microstructureExecution
OKX Learn

The document describes how a self-custody Web3 wallet can manage crypto through a seed phrase and connect to decentralized applications across EVM-compatible networks. It explains adding networks through custom RPC details and moving assets between chains…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document explains the usual steps for turning cryptocurrency into a bank deposit: sell the crypto for fiat through an exchange, link and verify a bank account, then request a fiat withdrawal. It emphasizes that banks receive fiat rather than…

CryptoSpot marketsExecutionRisk management
OKX Learn

The guide explains how XRP Ledger wallets provide access to XRP accounts and other issued assets, and compares custodial with non-custodial wallets as well as hardware with software wallets. It outlines the trade-offs: custodial services can simplify trading…

CryptoSpot marketsRisk managementExecution
OKX Learn

The article discusses the expansion of exchange-traded crypto exposure from Bitcoin and Ethereum toward assets such as XRP. It presents institutional participation and ETF inflows as signs of broader acceptance, and describes XRP’s cross-border settlement…

CryptoSpot marketsSentimentTechnical indicators
OKX Learn

The article attributes Bitcoin's reported record price and broader crypto rally to institutional demand, spot ETF inflows, and optimism about US crypto legislation. It also mentions corporate Bitcoin purchases, gains in several large altcoins, Bhutan's…

CryptoSpot marketsEvent-drivenSentiment