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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

1,033 documents

Quant Q&A

The document offers historical volatility and correlation estimates as starting points for a foreign currency option model with domestic equities, foreign equities, and an exchange rate. Using weekly observations over five years for the DAX, S&P, and EUR…

ForexEquitiesOptionsVolatility
Quant Q&A

The document explains why Bloomberg’s FXFA and SWPM screens can show different rates and basis figures for a EUR/USD cross-currency swap. FXFA uses floating EUR and USD yields, while the example SWPM setup uses two fixed rates, so the coupon rates are not…

Fixed incomeForexDerivatives pricing
Quant Q&A

The discussion addresses whether negative interbank rates should be floored at zero when valuing FX forwards or futures. The answer argues that market participants can lend and borrow at negative rates, so valuations must reflect those rates: replacing them…

ForexFuturesDerivatives pricingArbitrage
Quant Q&A

The discussion explains how to interpret and scale Greeks for a GBP/USD call option. It emphasizes that the currency pair’s quotation and the chosen risk convention affect the sign and currency value of delta. A trader described as hedged by 50 deltas holds…

OptionsForexDerivatives pricingRisk management
Quant Q&A

The document considers how to improve an Ornstein–Uhlenbeck model of EUR/USD when it understates large two-hour price ranges. The author has calibrated the process to historical mean, standard deviation, and total absolute variation, then explored adding…

ForexStatisticsVolatilityMarket microstructure
Quant Q&A

The discussion explains why currency spreads can widen sharply around 22:00 GMT, corresponding to 17:00 in New York. Forex trading is decentralized, and liquidity can fall when major financial centers hand activity over or close for the day. Contributors…

ForexMarket microstructureExecution
Quant Q&A

The document describes how to express an unhedged US investment’s performance in euros. First, turn the dollar return series into a total-return price index, using an arbitrary starting value such as 100. Next, convert each index value into euros using the…

ForexStatisticsPortfolio construction
Quant Q&A

The document considers how to recover the risk-neutral density of an underlying at a given expiry from call option implied volatilities across strikes. It describes converting each implied volatility into a Black–Scholes call price, then applying the…

OptionsDerivatives pricingVolatilityForex
Quant Q&A

The document describes a market practice for estimating cross-currency basis between quoted maturity dates. Rather than interpolating the quoted basis or outright FX forwards directly, it presents a representation of the FX forward using spot, domestic and…

ForexFixed incomeDerivatives pricingStatistics
Quant Q&A

The document addresses how trade and investment payments can be handled when a country’s currency is not freely convertible, using Brazil as an example. Its answer gives a high-level principle: transactions may require approval from the relevant authorities…

Forex
Quant Q&A

The document describes how to estimate a foreign-exchange risk-neutral density from vanilla option data, in the context of comparing the distribution for GBP/EUR around two historical dates. The required inputs include option prices across strikes and…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document explains how forward delta for a vanilla foreign-exchange option relates to a hedge using a forward contract. Under the stated Black pricing setup, differentiating the call value with respect to the outright forward rate gives a discounted…

ForexOptionsDerivatives pricingRisk management
Quant Q&A

The document discusses reward design for reinforcement learning applied to foreign exchange hedging. A typical objective combines portfolio gains with penalties for risk, such as variation in portfolio value, and for trading costs associated with changes in…

ForexMachine learningRisk managementExecution
Quant Q&A

The document examines why an FX data feed from OANDA, accessed through an R package, includes Saturday and Sunday observations while another data source shows business-day records. The questioner suspects that weekend values might be imputed or interpolated…

ForexMarket microstructureStatistics
Quant Q&A

The document considers how to convert long-run U.S. dollar return series into euros when the euro did not exist for the full sample. It suggests using the Deutsche Mark against the U.S. dollar as an approximate predecessor series for EUR/USD, giving…

ForexBacktestingMulti-asset
Quant Q&A

The document raises a practical question about applying triangular arbitrage to CFDs. It describes a supposed mispricing across EUR/USD, USD/GBP, and GBP/EUR, then asks how to account for opening three long positions, keeping them open, and closing them into…

ForexArbitrageExecution
Quant Q&A

The document explains the economic reason bid and ask sides may appear reversed when deriving implied interest rates from an FX forward. A long AUD forward is described as a sequence: borrow USD, exchange USD for AUD at spot, and lend AUD. Each leg has its…

ForexFixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The answer interprets “near choice” as dealer jargon for a spread whose midpoint is close to zero. For a risk reversal, the proposed meaning is that buying one direction of the spread or the reverse direction costs roughly the same, with the trader…

OptionsForexDerivatives pricingMarket microstructure
Quant Q&A

The discussion asks whether high-frequency foreign-exchange ask quotes are considered less reliable than bids. The answers reject that general rule: they describe FX quotes as actionable and argue that both sides are needed to construct a mid-price and then…

ForexMarket makingMarket microstructureHigh-frequency trading
Quant Q&A

The document distinguishes geometric Asian options, often introduced in textbooks because they admit an explicit Black–Scholes pricing formula, from the contracts used in practice. The answers disagree somewhat about whether geometric Asian options trade…

OptionsDerivatives pricingCommoditiesForex
Quant Q&A

The document asks how to make a trading bot imitate a typical nonprofessional foreign exchange trader, including whether such traders can be treated as acting randomly regardless of market conditions. The response rejects assuming random behavior as a sound…

ForexMachine learningSentiment
Quant Q&A

The document asks whether currency forwards that satisfy SABR dynamics individually will retain that form when combined through an FX triangle. Treating the cross rate as the product of two diffusion processes, the answer derives restrictions from matching…

ForexDerivatives pricingVolatilityStatistics
Quant Q&A

The document raises a question about measuring the cost of a currency hedge or short position using an FX forward. It compares the forward-to-spot percentage change for EUR/USD with a quoted estimate of the three-month cost of being long euros and short…

ForexCarryRisk managementDerivatives pricing
Quant Q&A

The explanation connects currency basis swap (CBS) rates to FX forward pricing in the Garman–Kohlhagen currency option model. A forward rate can be taken directly from the FX forward market or derived from spot and the two currencies’ interest rates using…

ForexOptionsDerivatives pricingFixed income