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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 article outlines the GENIUS Act as a proposed U.S. framework for stablecoin issuers, including a requirement for dollar reserves at a one-to-one ratio. It argues that clearer rules could benefit Ethereum because stablecoins and decentralized finance…

CryptoDeFiOn-chain dataFutures
OKX Learn

The document explains how Bitcoin lending lets holders borrow against their BTC instead of selling it, and distinguishes centralized platforms from decentralized protocols. CeFi is presented as a more managed, user-friendly model that requires trust in an…

CryptoRisk managementDeFiPosition sizing
OKX Learn

The document frames Intercontinental Exchange’s reported minority investment in OKX as a move linking established financial markets with crypto infrastructure. It describes potential strategic aims: gaining access to crypto users, licensing spot crypto price…

CryptoEquitiesFuturesMarket microstructure
OKX Learn

The document surveys factors presented as relevant to Ethereum’s 2025 outlook, including spot ETF inflows, fee burning under EIP-1559, staking yields, scaling through Layer 2 networks, and the planned Pectra upgrade. It also points to Ethereum’s DeFi and NFT…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

The document uses James Howells’ discarded hard drive as an example of how losing a private key can make Bitcoin permanently inaccessible. It connects individual custody failures to estimates of lost supply, citing research estimates of 2.3 million to 3.7…

CryptoOn-chain dataRisk managementStatistics
OKX Learn

The document explains how fiat-pegged stablecoins can make crypto spending more predictable than using volatile tokens. It describes their role as a unit of account and payment asset, emphasizing continuous digital transfers and potential cross-border…

CryptoSpot marketsExecutionRisk management
OKX Learn

The article explains how oracle networks can supply off-chain information to smart contracts and describes Chainlink’s stated role in real-world asset tokenization. It highlights the Cross-Chain Interoperability Protocol as a way to move assets between…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The guide explains Ethereum decentralized applications across DeFi, NFTs, identity, gaming, governance, and analytics. It describes unique active wallets as a usage measure and total value locked as a measure of capital held in DeFi protocols, with ratings…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article describes a court’s rejection of a joint Ripple and SEC motion because the parties used a procedural rule requiring exceptional circumstances to reopen a final order. The requested change concerned an injunction and a proposed reduction in…

CryptoEvent-drivenUS markets
OKX Learn

The article links MEOWS market sentiment to Vitalik Buterin’s viral video and Ethereum’s broader difficulties. It discusses concerns about Ethereum’s token issuance, competition and activity shifts caused by layer-2 networks, alongside contrasting views that…

CryptoSentimentTechnical indicators
OKX Learn

The document surveys OKX Earn products, distinguishing Simple Earn, which it describes as lending-based, from On-Chain Earn, which uses staking or decentralized finance. Products may have flexible or fixed terms; reward rates can change with lending demand,…

CryptoDeFiCarryRisk management
OKX Learn

The document uses the term “ATM” across several settings. It describes gold recycling machines that weigh and assay deposited items, then base payouts on live gold prices and charge a service fee. It says this model can make pricing more transparent than…

CommoditiesOptionsCryptoVolatility
OKX Learn

The document describes Twenty One Capital, a Bitcoin-focused company pursuing a public listing through a business combination with Cantor Equity Partners, a SPAC. It reports financial backing from Tether, SoftBank Group, and other investors, with financing…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The document explains how a mixed shelf offering under Form S-3 can let TRON issue different securities over time, adapting fundraising to market conditions. It places the filing alongside TRON’s Nasdaq listing and describes the approach as part of an effort…

CryptoEquitiesUS marketsRisk management
OKX Learn

The document explains liquidation as an exchange closing a leveraged position when its margin falls below the maintenance requirement. A small adverse price move can consume a trader’s collateral quickly, especially when leverage is high or the account has…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document explains how a crypto sell-off can become a liquidation cascade. It attributes a reported episode involving more than $19 billion in liquidations over 24 hours to a mix of trade tensions, weak U.S. labor data, reduced expectations for rate cuts,…

CryptoPerpetual futuresVolatilityMarket microstructure
OKX Learn

The document surveys reported developments in crypto markets and regulation, connecting quarterly company results with legislative initiatives, the SEC’s proposed Project Crypto, and tokenized financial assets. It contrasts Robinhood’s reported increase in…

CryptoEquitiesFixed incomeUS markets
OKX Learn

The document examines a sharp XPL price rise and reversal on Hyperliquid, describing how a large trader’s long positions may have interacted with thin liquidity and liquidation cascades. It uses on-chain activity as the basis for a proposed mechanism: buying…

CryptoPerpetual futuresMarket microstructureOn-chain data
OKX Learn

The document describes an institutional treasury strategy that holds and stakes Toncoin, combining staking rewards with potential gains or losses from TON’s market price. It presents the Ton Strategy Company’s allocation and fundraising as evidence of…

CryptoCarryRisk managementPortfolio construction
OKX Learn

The document outlines Ethena’s synthetic dollar model, in which crypto collateral such as ETH, BTC, and liquid-staking tokens is paired with short perpetual futures positions. The hedge is intended to offset changes in collateral value and help keep USDe…

CryptoDerivatives pricingPerpetual futuresDeFi
OKX Learn

The document defines fear of missing out as anxiety that others are profiting from an opportunity a trader has missed. In crypto markets, it describes a common pattern in which a sharp price rise draws in late buyers expecting further gains, potentially…

CryptoSentimentRisk managementVolatility
OKX Learn

This announcement describes a second round of liquidity incentives for real-world-asset ecosystem tokens on X Layer. It states that $100,000 in rewards would be distributed over a specified one-week period. Selected trading pairs must include an RWA asset…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document explains Linea as an Ethereum-compatible zkEVM rollup and describes its airdrop as a way to reward early ecosystem users. Eligibility is tied to Linea Experience Points earned through activities such as bridging assets, using applications, and…

CryptoDeFiOn-chain dataRisk management