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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
WonderTrader
14 documents
Alphalens
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

9,797 documents

Quant Q&A

The document discusses how positions can behave like volatility exposures even when they are not options. Currency carry is described as generally short volatility: carry returns tend to weaken when currency volatility rises and improve when it falls. The…

VolatilityCarryForexEquities
Quant Q&A

The document compares ways to express a 2s10s steepener, including cash bonds, interest rate swaps, futures, constant maturity swaps, and forward-starting positions. A cash bond trade offers a direct view but requires decisions about which bonds to hold,…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document compares ways to infer expected dividends from dividend futures, equity or index futures, and options. It asks whether a dividend futures quote can be capitalized to settlement to estimate the underlying calendar-year dividend total, and whether…

EquitiesDerivatives pricingOptionsFutures
Quant Q&A

The document explains how a treasurer can use Eurodollar futures to hedge the interest-rate exposure of a planned commercial paper issue. With the futures price implying an annual rate of eight percent, the answer converts that rate to a quarterly interest…

FuturesFixed incomePosition sizingRisk management
Quant Q&A

The document describes how a fixed-income market maker may hedge the risks created by customer trades. Hedge choice depends on existing portfolio exposures, instrument liquidity and transaction costs, covariance with the position being hedged, and the market…

Fixed incomeFuturesExecutionRisk management
Quant Q&A

This discussion compares Nikkei 225 futures listed on JPX, SGX, and CME for a swing strategy that uses market orders. It recommends evaluating liquidity by trading session, contract denomination and size, rollover costs, and the ability to trade or exit…

FuturesEquitiesExecutionRisk management
Quant Q&A

This short exchange explains how an exporter can hedge yen income with a futures position. A short futures position means agreeing to sell yen at the contract price, while a long position means agreeing to buy yen. Because the exporter expects to receive yen…

FuturesForexRisk management
Quant Q&A

The document addresses whether options on SOFR, SONIA, and Euribor futures should be discounted. Its answer is that discounting still applies because derivative cash flows have time value. It suggests deriving the discount rate from the product's associated…

OptionsFuturesFixed incomeDerivatives pricing
Quant Q&A

The document addresses how to keep a stock portfolio beta-neutral when holdings change over time and may consist only of long or only of short positions on a given day. Its proposed approach is to estimate the stock portfolio’s beta against an index, then…

EquitiesFuturesRisk managementPortfolio construction
Quant Q&A

The discussion distinguishes conventional Value at Risk from a forecast of how portfolio risk changes as contracts mature. Historical VaR is described as applying past market shocks to current exposures; it generally does not model trades rolling off or…

FuturesOptionsCommoditiesRisk management
Quant Q&A

The document distinguishes the instantaneous correlation produced by a standard Cholesky-based simulation from cross-correlation at a nonzero lag. It describes simulating one geometric Brownian motion with normal shocks, then constructing the second process…

StatisticsFuturesBacktesting
Quant Q&A

The document discusses how to evaluate a long–short VIX futures strategy when neither a purely long nor purely short position is an obvious comparison. One response suggests cash as a benchmark if the strategy has no directional bias, representing the return…

FuturesVolatilityBacktestingRisk management
Quant Q&A

The document explains why a futures contract's historical listing may contain dates well before its delivery month. Exchanges list contracts across multiple expiries, but trading activity is usually concentrated in nearer contracts. Farther-dated contracts…

FuturesMarket microstructureBacktesting
Quant Q&A

The document compares sources for historical limit order book data in US equities and cryptocurrency. It identifies LOBSTER as a widely used research source for US equities, and mentions exchange-provided Binance futures files, Crypto-Lake, Tardis, and…

EquitiesCryptoFuturesMarket microstructure
Quant Q&A

The document asks where to obtain historical end-of-day options data for CME markets beyond CME DataMine. Replies name SIX Financial, CQG, BarchartOnDemand, and QuantGo as possible sources. BarchartOnDemand is described as offering CME end-of-day data…

OptionsFuturesMarket microstructure
Quant Q&A

The document considers how a trader who believes futures lead spot price discovery can use futures information to adjust passive spot quotes. The answer identifies the futures–spot difference as the basis and suggests modeling it as a function of time…

FuturesSpot marketsMarket makingMean reversion
Quant Q&A

The document discusses which forward price belongs in a Black model for an option on a futures contract. The option’s underlying is the specified futures contract, but the relevant price is associated with the option’s expiry. For an option expiring before…

Derivatives pricingFuturesOptionsFixed income
Quant Q&A

The question concerns simulating futures prices in Excel when a normal draw applied directly to prices can produce impossible negative values. The responses recommend modeling returns first, then deriving prices from those returns. One describes drawing a…

FuturesStatisticsBacktesting
Quant Q&A

The document concerns finding historical daily prices for a set of commodity futures, including metals, grains, rubber, coal, and iron ore. The answer says Bloomberg covers the listed commodities except tobacco, for which the respondent could not find a…

CommoditiesFutures
Bitget Academy

The article explains short selling as selling a borrowed crypto asset and later buying it back, with a profit when the repurchase price is lower than the sale price, before fees. A Bitcoin example illustrates the price-difference calculation. It also…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document explains an invite-only private mode for CFD copy trading. Elite traders can operate a private project alongside a public one, set a profit-share ratio within the stated range, and distribute access through invite links or a password. It also…

CryptoFuturesRisk managementExecution
Bitget Academy

The document explains a unified trading account that combines supported spot, margin, and futures products within a shared asset pool. It describes how eligible collateral is valued using asset prices and collateral ratios, and how account equity…

CryptoFuturesSpot marketsRisk management
Bitget Academy

The document explains how USDT-margined perpetual futures provide leveraged exposure to gold, silver, and PAXG without owning physical metals. It outlines account funding and transfer steps, contract selection, margin modes, order types, long and short…

FuturesCommoditiesPerpetual futuresRisk management
OKX Learn

The document introduces exchange-traded funds and explains how a spot crypto ETF gives investors price exposure through fund shares traded on a stock exchange. In the spot structure described, the fund holds the underlying cryptocurrency with a custodian,…

CryptoSpot marketsFuturesRisk management