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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

10,263 documents

Quant Q&A

The document asks whether Vega-Vanna-Volga methods are used beyond foreign exchange derivatives and why they are common in FX. The response connects FX risk-reversal asymmetry to the possibility of central-bank intervention around exchange-rate levels. It…

OptionsForexEquitiesCommodities
Quant Q&A

The document sets up a ratio between a geometric Brownian motion with time-varying volatility and a Brownian bridge, then asks how to derive its stochastic differential. The bridge has a drift that pulls its value toward a fixed endpoint as the terminal time…

StatisticsDerivatives pricingVolatility
Quant Q&A

The document introduces volatility dispersion trading through a position that sells at-the-money straddles on an equity index and buys straddles on its component stocks. It asks how the payoff of this combination relates mathematically to implied correlation…

OptionsEquitiesVolatilityDerivatives pricing
Quant Q&A

The document gives an intuition for why averaging can reduce the volatility exposure of an Asian call option with an average-strike payoff. It uses the fact that the time average of standard Brownian motion over a fixed horizon has standard deviation…

OptionsVolatilityDerivatives pricing
Quant Q&A

The document raises the difference between a Eurodollar futures implied three-month rate and a forward rate inferred from the yield curve. It identifies convexity adjustment as a possible explanation and asks how to calculate its size without relying on…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The question concerns pricing a US three-month Libor cap under euro collateral, where the discounting and forward curves reflect the collateral agreement. It asks whether the volatility quoted for a US-collateralized cap can be reused, given that the pricing…

OptionsDerivatives pricingVolatilityFixed income
Quant Q&A

The document clarifies why the variance of changes in a spread between two correlated geometric Brownian motion assets includes the asset price levels. For the spread defined as the first asset price minus the second, its instantaneous change is the…

OptionsStatisticsDerivatives pricing
Quant Q&A

The document explains why a same-strike FX call and put do not generally have offsetting deltas, so their straddle is not automatically delta neutral. Put-call parity links call and put deltas through the discounted forward, and a delta-neutral straddle…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document asks how to calculate the probability that a geometric Brownian motion starting above a lower barrier touches it by a fixed time. It maps the problem to the minimum of a drifted Brownian motion by taking logarithms, then applies a…

StatisticsDerivatives pricingBacktesting
Quant Q&A

The document examines whether a double-barrier cash-or-nothing option can be priced by subtracting an upper-barrier knock-in binary from a lower-barrier knock-out binary. It defines lower and upper first-hit times and expresses the payoff as the amount paid…

OptionsDerivatives pricing
Quant Q&A

The document addresses which zero rates to use when bootstrapping a default probability curve from credit default swap spreads. The response recommends discounting with the curve relevant to collateral remuneration, typically the applicable overnight indexed…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether arbitrage freedom implies completeness in a general binomial model and how the condition that the risk-free return lies between the down and up moves matters. The main response states the standard relationship: existence of a…

OptionsStatisticsDerivatives pricing
Quant Q&A

The document discusses pricing a call option on a stock expected to pay a fixed cash dividend during the option’s life. It presents two approximations: convert dividends to a percentage yield when payments move with the share price, or subtract the present…

OptionsDerivatives pricingEquities
Quant Q&A

The document compares two EUR/USD option hedges for a short-euro exposure: a call spread and a risk reversal consisting of a long call and short put. It explains that neither structure is automatically delta neutral. The option legs have their own deltas,…

ForexOptionsDerivatives pricingRisk management
Quant Q&A

The document asks how a UK investor can express the spread on a US dollar bank loan in sterling terms. The example is a five-year loan paying three-month USD LIBOR plus 100 basis points, with the desired result stated as three-month GBP LIBOR plus an…

Fixed incomeForexDerivatives pricing
Quant Q&A

The document describes an attempt to estimate an option premium by replicating a strategy using futures order-book snapshots. The data consist of daily observations at noon over one month for futures with different delivery periods. The central question is…

OptionsFuturesVolatilityDerivatives pricing
Quant Q&A

The document shows how to value a call whose payoff applies leverage and a shift to the terminal underlying price. For a positive leverage factor, the payoff can be factored into the leverage multiplied by a standard call payoff. This transforms the original…

OptionsDerivatives pricing
Quant Q&A

The question asks how to price a European call when the underlying follows mean-reverting arithmetic dynamics with constant absolute volatility. The answer frames option valuation through a change to a risk-neutral process: in a complete market with…

OptionsMean reversionVolatilityDerivatives pricing
Quant Q&A

The document explains how the risk-neutral measure prices a stock when its terminal value is discounted at the short rate. Under an equivalent martingale measure, discounted asset prices are martingales, so the stock value is the conditional expectation of…

Derivatives pricingFixed incomeStatistics
Quant Q&A

The document explains the one-period binomial model’s no-arbitrage condition: the risk-free gross return must lie strictly between the down and up factors. If both possible stock returns exceed the risk-free return, borrowing at the risk-free rate to buy the…

OptionsDerivatives pricingArbitrageRisk management
Quant Q&A

This exchange discusses a discounted cashflow model for pricing a floating rate note and estimating interest rate and credit duration. The proposed model uses today’s reference rate in every projected coupon and discounts those cashflows using a discount…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document raises a fixed income pricing question: why a nearly expiring 10 year Treasury note futures contract appears to imply a yield different from the yield on recently auctioned notes. The author recognizes that the futures contract assumes a…

FuturesFixed incomeArbitrageDerivatives pricing
Quant Q&A

The exchange considers whether daily EURIBOR 3M fixings can be compounded into a total return index, including whether to use a quarterly rate or a daily accrual convention. The answer explains that EURIBOR is a reference fixing for the cost of term…

Fixed incomeDerivatives pricing
Quant Q&A

This exchange examines why realized volatility can support profits from a long gamma position and why volatility alone does not determine the result. The questioner understands that scalping requires buying after a decline and selling after a rise, and asks…

OptionsVolatilityDerivatives pricing