Skip to content

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

8,116 documents

OKX Learn

The document explains liquidation as the forced closure of a leveraged position when available margin can no longer cover losses. It distinguishes long liquidations during price declines from short liquidations during sharp rises, and describes how forced…

CryptoFuturesOptionsVolatility
OKX Learn

The document describes a possible altcoin breakout using falling Bitcoin dominance and the TOTAL3 index, which tracks crypto market capitalization excluding Bitcoin and Ethereum. It identifies a cup-and-handle pattern on TOTAL3 as a bullish signal and…

CryptoBreakoutTechnical indicatorsOptions
OKX Learn

The article surveys trends in cryptocurrency fund management, emphasizing exchange-traded funds, regulatory developments, retirement account access, institutional demand, and links between traditional finance and digital assets. It describes ETFs as a route…

CryptoOptionsRisk managementPortfolio construction
OKX Learn

The article argues that perpetual contracts on real-world assets could offer linear, leveraged exposure to equities, commodities, and foreign exchange. It contrasts this structure with zero-day options, whose time decay and volatility exposure may not suit…

CryptoEquitiesFuturesOptions
OKX Learn

The document surveys sources of cryptocurrency price volatility, including central-bank rate decisions, inflation, geopolitical shocks, market sentiment, liquidations, and the market’s relative immaturity. It uses the unwinding of a yen-funded carry trade as…

CryptoVolatilityRisk managementOptions
OKX Learn

This dated market commentary compares Bitcoin and Ether derivatives conditions during a period of falling spot prices. It reports that Ether options implied volatility remained at a 10–15 point premium to Bitcoin across maturities. Short-dated Bitcoin…

CryptoFuturesOptionsVolatility
OKX Learn

The article explains how Bitcoin exchange-traded funds provide price exposure through shares traded on traditional exchanges. It distinguishes funds backed by Bitcoin from those using Bitcoin futures and describes the convenience of gaining exposure without…

CryptoPortfolio constructionRisk managementOptions
OKX Learn

A strangle combines a call and a put on the same asset with the same expiry and different out-of-the-money strikes. A long strangle buys both options, risking the premiums paid while seeking a sufficiently large move in either direction. A short strangle…

CryptoOptionsVolatilityRisk management
OKX Learn

The document surveys ways to reduce downside exposure on cryptocurrency spot holdings with derivatives. It explains protective puts as a way to establish a sale price over a set period, then describes bear put spreads, which lower the premium by selling a…

CryptoOptionsDerivatives pricingRisk management
OKX Learn

The document introduces crypto options as contracts that give the holder the right, but not the obligation, to buy or sell at a specified price before expiry. It explains that buyers pay a premium upfront, which caps their loss, and uses a Bitcoin call…

OptionsCryptoRisk management
OKX Learn

This weekly market commentary interprets derivatives pricing for Bitcoin and Ether as bullish. It reports positive spot yields, options skew, and perpetual futures funding, which it associates with demand for leveraged long exposure and upside options. At…

CryptoFuturesOptionsVolatility
OKX Learn

The document introduces monthly options expiry in Bitcoin and Ethereum markets and outlines concepts traders may monitor around expiry. It describes max pain as the price at which the greatest number of contracts expire worthless, the put/call ratio as a…

CryptoOptionsVolatilityDerivatives pricing
OKX Learn

The document compares two blockchain platforms aimed at decentralized trading. Monad is described as an EVM-compatible Layer 1 designed for high throughput, low latency, and fast transaction finality, with developer incentives intended to grow its ecosystem.…

CryptoOptionsDeFiHigh-frequency trading
OKX Learn

The article describes several forces that may shape Bitcoin and broader crypto prices: inflation and interest-rate expectations, Federal Reserve communications, institutional and retail positioning, technical indicators, and seasonal patterns. It frames…

CryptoTechnical indicatorsOptionsSentiment
OKX Learn

The document explains put options as contracts that give buyers the right, but not the obligation, to sell an asset at a strike price by expiration. It describes how a put gains intrinsic value when the asset finishes below the strike and may expire…

CryptoOptionsDerivatives pricingRisk management
OKX Learn

The document describes Metaplanet’s corporate Bitcoin accumulation strategy and its use of BTC Yield, a metric intended to measure Bitcoin growth per fully diluted share. It presents the company’s treasury targets, reported holdings and acquisition cost, and…

CryptoEquitiesOptionsRisk management
OKX Learn

This market commentary reviews Bitcoin and Ether futures, perpetual swap funding, and options conditions during a spot-price decline in July 2024. It reports that short-dated implied volatility rose as traders sought downside protection, while options risk…

CryptoFuturesOptionsVolatility
OKX Learn

A long straddle buys a call and a put on the same underlying asset, with the same strike and expiration, often near the money. The position seeks a sufficiently large move in either direction. Its maximum loss is the combined premium paid, while gains can be…

OptionsCryptoVolatilityRisk management
OKX Learn

The document explains several measures used to discuss Bitcoin and Ethereum options expiry on Deribit. It defines max pain as the strike where the greatest number of contracts would expire worthless, describes put-to-call ratios as a rough sentiment gauge,…

CryptoOptionsVolatilitySentiment
OKX Learn

This guide walks Singapore users through selecting and placing a crypto options order in the OKX app. It describes navigating to the options screen, switching between BTC and ETH contracts, and reviewing a contract’s call or put type, strike, and expiry. The…

CryptoOptionsExecutionRisk management
OKX Learn

This beginner-oriented guide explains how options can offset adverse moves in crypto holdings while preserving some exposure to favorable moves. Its central example is a protective put: a trader holding spot Bitcoin buys a put with a chosen strike and…

CryptoOptionsRisk managementVolatility
OKX Learn

This weekly market commentary interprets Bitcoin and Ether derivatives positioning during a spot-price recovery amid upcoming macroeconomic releases. It reports that futures yields were positive and rising, with short maturities strengthening enough to…

CryptoFuturesOptionsVolatility
OKX Learn

The guide explains that Bitcoin can be bought, held, sold, and used in the UK, while it is not legal tender and is generally treated as a cryptoasset or property. It summarizes the roles attributed to the Financial Conduct Authority and HMRC: FCA…

CryptoUS marketsRisk managementFutures