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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

8,431 documents

OKX Learn

The document describes two DeFi approaches to making bridged assets productive. VaultBridge is presented as a configurable mechanism for EVM chains to earn revenue from newly deposited assets such as ETH, stablecoins, and WBTC, without custom integrations.…

CryptoDeFiRisk management
OKX Learn

The document frames fear of missing out as anxiety that can push traders toward impulsive decisions after headlines, social media posts, or other traders’ gains. It recommends researching an asset before acting and setting a trading plan with entry and exit…

CryptoRisk managementPosition sizingSentiment
OKX Learn

The document describes Quanto as a Solana-based perpetual decentralized exchange with high leverage and a model that accepts multiple collateral assets. It highlights BTC, SOL, and ETH as examples, and mentions grid trading and hidden orders as platform…

CryptoPerpetual futuresGrid tradingTechnical indicators
OKX Learn

The document uses a reported Binance Futures Unified Margin outage as a case study in exchange infrastructure risk. It says the disruption lasted about 20 minutes and coincided with a large BTC and ETH futures expiry, alongside a brief bitcoin price decline…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The document explains WBTC as an Ethereum ERC-20 token intended to represent bitcoin one-for-one. A custodian holds BTC while an equivalent amount of WBTC is minted; redemption burns WBTC and releases the underlying BTC. This structure lets holders use…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document surveys how unauthorized cryptocurrency mining can strain electricity systems and evade taxes or licensing rules. It uses Iran as a case study, reporting seizures of mining equipment, substantial estimated electricity use, and resulting power…

CryptoRisk managementChina marketsUS markets
OKX Learn

The document describes Tether’s reported U.S. Treasury exposure and argues that reserve-backed stablecoins can create demand for Treasury bills while supporting dollar use in cross-border payments, crypto settlement, remittances, and decentralized finance.…

CryptoFixed incomeDeFiUS markets
OKX Learn

The document examines how President Trump’s crypto ventures have become part of the debate over U.S. stablecoin legislation. It describes objections from Senator Elizabeth Warren concerning potential conflicts involving World Liberty Financial and its USD1…

CryptoDeFiSentimentEvent-driven
OKX Learn

The document describes Ethereum’s Pectra upgrade and EIP-7702, which lets externally owned accounts temporarily use smart contract features. It explains that users can bundle transactions and have a third party cover gas fees, potentially making app…

CryptoDeFiExecutionRisk management
OKX Learn

The document reviews BitFuFu’s reported Bitcoin mining operations in May and June 2025. It tracks monthly production, hashrate under management, power capacity, and user registrations, distinguishing cloud-mining customer output from the company’s…

CryptoRisk managementPortfolio constructionExecution
OKX Learn

The article interprets Matrixport’s reported transfers of Ethereum to exchanges and Bitcoin away from exchanges as a possible portfolio rotation. It suggests that exchange-bound ETH could precede selling pressure, while BTC withdrawals might reflect cold…

CryptoOn-chain dataSentimentPortfolio construction
OKX Learn

The document introduces common cryptocurrency transaction types and explains how exposure differs across them. Spot trading involves buying or selling the underlying asset without borrowing. Margin trading uses borrowed funds to increase position size,…

CryptoSpot marketsFuturesPerpetual futures
OKX Learn

The document surveys threats to crypto tokens and several approaches to improving security. It describes device-bound tokens, which are intended to prevent a stolen token from being used on another device, and quantum tokens, presented as a developing…

CryptoRisk managementDeFi
OKX Learn

The article outlines Pump.fun as a Solana-based platform for launching and trading memecoins. It highlights simplified token creation, a revenue-sharing arrangement for creators, and livestreaming as ways the platform encourages participation and promotion.…

CryptoDeFiSentimentTechnical indicators
OKX Learn

The article weighs Bitcoin’s potential for long-term gains against large price swings, regulatory uncertainty, and the absence of cash flows that could anchor conventional valuation. It cites past drawdowns and compares historical returns with a stock index…

CryptoVolatilityRisk managementPortfolio construction
OKX Learn

The article explains Terra’s two-token design, in which arbitrage between UST and LUNA was intended to keep UST near its dollar peg. It describes the feedback loop during the May 2022 crisis: selling pressure pushed UST below its peg, while attempts to…

CryptoDeFiRisk managementOn-chain data
OKX Learn

This profile describes Rektguy, an Ethereum NFT collection launched in 2022, and traces its development from an artwork-led community into a broader Web3 brand. It explains how the CC0 license lets holders make derivative works, and how community events and…

CryptoDeFiSentiment
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 reviews Tron’s market behavior after a Nasdaq debut, combining price levels, network activity, and selected risk measures. It reports an 8% rise through $0.33 resistance, with $0.40 as the next level watched by analysts. It also points to 20.5…

CryptoBreakoutTechnical indicatorsOn-chain data
OKX Learn

The document outlines a bullish investment case for Cardano based on ecosystem activity, staking, proposed integrations, and technical price analysis. It describes ADA trading in a descending channel, identifies support and resistance zones, and points to…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

The article connects AERO’s reported 2024 price gains to large-holder accumulation and Aerodrome Finance’s role as a liquidity venue on Coinbase’s Base chain. It cites Base total value locked of $3.577 billion, user growth above 1,400%, and AERO year-to-date…

CryptoDeFiOn-chain dataSentiment
OKX Learn

This guide explains staking APY as an annualized return that includes compounding and cautions that advertised yields need to be evaluated by their source. It describes protocol incentives as one reason newer networks may offer elevated rewards, while…

CryptoDeFiRisk managementCarry
OKX Learn

The article describes Ether Machine’s reported purchase of 15,000 ETH for $56.9 million, bringing its holdings to 334,757 ETH, and frames the move as an example of institutional accumulation. It links the timing to Ethereum’s tenth anniversary and notes the…

CryptoSpot marketsPortfolio constructionDeFi
OKX Learn

The document explains why traders use USDT as a dollar-pegged stablecoin, including moving out of volatile crypto assets and making cross-border transfers. It compares three ways to redeem USDT for fiat: direct redemption through Tether, exchange trading,…

CryptoDeFi