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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 explains token buybacks as project purchases of their own tokens in the open market, with the stated aims of reducing circulating supply and potentially supporting prices. It describes auction-based execution and purchases spread over time, and…

CryptoDeFiTechnical indicatorsMarket microstructure
OKX Learn

The document describes the Korea Stablecoin Hackathon, organized around concepts for won-backed stablecoins and decentralized applications using USDT. It outlines possible stablecoin applications in cross-border remittances, financial inclusion, DAO…

CryptoDeFiOn-chain data
OKX Learn

The article examines corporate adoption of cryptocurrencies as treasury reserves, using MicroStrategy’s Bitcoin strategy as a reference point for CEA Industries’ reported pivot to BNB. It also cites SharpLink Gaming’s Ethereum holdings as an example of…

CryptoPortfolio constructionRisk managementTechnical indicators
OKX Learn

The document presents a broad overview of factors that may relate to altcoin reversals and Bitcoin’s influence on crypto markets. It names whale accumulation, technical analysis, macroeconomic conditions, market sentiment, and on-chain data as areas to…

CryptoTechnical indicatorsOn-chain dataSentiment
OKX Learn

The document uses the holdings and unrealized profit attributed to APX’s largest address as a lens on investor behavior. It defines unrealized profit as the difference between an asset’s current value and its acquisition cost while the position remains…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document outlines a thesis that an altcoin rally may follow strength in Ethereum relative to Bitcoin and a peak in Bitcoin dominance. It points to cup-and-handle and bull flag formations on the ETH/BTC pair, historical dominance levels, and a reported…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The document describes Tether Gold (XAUt) as a blockchain token intended to represent physical gold held in Swiss vaults. It says each token is backed one to one by gold and identifies Ethereum and TRON as supported networks. The proposed investor benefits…

CryptoCommoditiesDeFiSpot markets
OKX Learn

The document explains how Bitcoin and Ethereum options expiry may affect short-term prices. It describes max pain as a price level tied to where option holders incur losses and presents put/call ratios as indicators of positioning or sentiment. It also…

CryptoOptionsVolatilityDerivatives pricing
OKX Learn

The document reviews the early effects of US spot Bitcoin ETF launches on Bitcoin supply and demand, spot venue liquidity, perpetual futures positioning, and options volatility. It argues that redemptions from the converted Grayscale fund could add near-term…

CryptoFuturesOptionsArbitrage
OKX Learn

The document explains Ethena’s USDe as a synthetic dollar stablecoin and describes its stated peg mechanism: holding crypto assets such as Bitcoin, Ethereum, and Solana while using short perpetual futures to offset price exposure. It also introduces USDtb…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document discusses how large-holder activity may affect PEPE and ASTER, combining whale accumulation and shorting with token supply changes, technical levels, and an ecosystem partnership. It presents ASTER’s reported buybacks and token burn as efforts…

CryptoSentimentTechnical indicatorsVolatility
OKX Learn

The document surveys factors it says affect XRP’s market outlook: regulatory developments, XRP Ledger features, cross-border payment use, liquidity, competition, and possible spot ETF applications. It describes XRP as a potential bridge asset for currency…

CryptoTechnical indicatorsMomentumSpot markets
OKX Learn

The document uses GMX’s July 2025 exploit to explain risks in DeFi and the wider cryptocurrency ecosystem. It attributes the incident to re-entrancy in GMX V1 contracts, manipulation of Bitcoin average short prices through the Vault, and flash loans used to…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document presents Celestia co-founder John Adler’s proposal to replace proof-of-stake with proof-of-governance. The proposal criticizes proof-of-stake’s economic security and ongoing token emissions, and argues that governance-centered consensus could…

CryptoDeFiSentimentRisk management
OKX Learn

The document explains how public wallet addresses route crypto transfers and distinguishes them from public keys and private keys. It outlines common address formats for Bitcoin, Ethereum, USDT on different networks, and Solana, emphasizing that an asset and…

CryptoSpot marketsExecutionRisk management
OKX Learn

The document explains Zcash’s optional shielded transactions, which use zk-SNARKs to conceal transaction details while allowing transparent transactions. It contrasts this design with Monero’s mandatory privacy and discusses how optional privacy may appeal…

CryptoOn-chain dataVolatilityTechnical indicators
OKX Learn

The document describes sharp increases in cryptocurrency price or adoption as outcomes of several possible catalysts: technical upgrades, positive sentiment, institutional or commercial adoption, and supply constraints. It points to Bitcoin upgrades and…

CryptoMomentumSentimentOn-chain data
OKX Learn

The document reports a cryptocurrency platform’s twenty-third consecutive proof-of-reserves snapshot and describes several elements of its verification process. It states that primary assets backing customer funds total USD 19.4 billion, that reserve ratios…

CryptoRisk managementOn-chain dataStatistics
OKX Learn

The document traces ETHLend’s evolution from a direct peer-to-peer crypto lending platform into Aave’s liquidity-pool model. It says the earlier matching approach faced liquidity constraints and slow execution, while pools enabled faster access to borrowing…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document describes how a sharp Bitcoin decline may affect both crypto-linked stocks and broader equity markets. It outlines a possible feedback loop: leveraged crypto positions face margin calls, investors sell other assets to raise funds, and that…

CryptoEquitiesRisk managementSentiment
OKX Learn

The document connects Zcash’s reported price surge with renewed interest in privacy coins. It describes zk-SNARK-based transactions, which let users choose between transparent and shielded transfers, and contrasts this flexibility with Monero’s default…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The article combines a short-term Solana market snapshot with an overview of Plasma’s XPL token and ecosystem. For SOL, it reports a daily price decline alongside higher trading volume and liquidations, then describes bearish readings from MACD and Chaikin…

CryptoTechnical indicatorsVolatilityPerpetual futures
OKX Learn

The document describes centralized exchange voting as a way for users to express demand for new token listings and, in some programs, removal of existing tokens. It reports that UXLINK ranked first in a recent voting round with 26.3% of votes. The proposed…

CryptoSentimentMarket microstructure
OKX Learn

The document surveys common cryptocurrency frauds, including fake token offerings, Ponzi schemes, phishing, pump-and-dump activity, fraudulent wallets and trading platforms, cloud-mining claims, cryptojacking, impersonation, and romance scams. It explains…

CryptoRisk managementOn-chain data