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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

10,263 documents

Quant Q&A

The note distinguishes two short-dated foreign-exchange swap tenors used to move settlement forward. Under the usual T+2 spot convention, a tomorrow/next swap exchanges currencies on the next business day and reverses that exchange on the following business…

ForexDerivatives pricing
Quant Q&A

The document addresses an attempt to derive stochastic differentials for integrals involving Brownian motion by treating the integral itself as a function of time and the current Brownian value. The response clarifies that the differential notation for a…

StatisticsDerivatives pricing
Quant Q&A

The discussion considers whether an economics researcher who prices options and calibrates models should learn C++ to speed computationally intensive work, and how to connect it with higher-level languages. One respondent recommends a derivatives-pricing…

OptionsDerivatives pricingMachine learning
Quant Q&A

The document works through the valuation of a forward rate agreement (FRA) that pays fixed and receives floating. It calculates the accrual fraction for the contract period, estimates a missing tenor’s Libor fixing by linear interpolation between available…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The discussion clarifies that risk neutrality is about how an interest-rate model is calibrated, rather than an inherent property of the Vasicek process. Calibrating parameters to traded instrument prices under pricing and hedging assumptions gives a…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion explains how to calculate a corporate bond’s Z-spread when its yield to maturity and annual coupon schedule are known. The conventional approach is to solve numerically for the parallel shift to a reference swap curve that makes the present…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks whether Black–Scholes call valuation should use a point estimate of variance from historical returns or average option values across the sampling distribution of that estimate. It describes treating the sample variance as uncertain, mapping…

OptionsVolatilityStatisticsDerivatives pricing
Quant Q&A

The document explains what it means for forward swap rates to be realized and how that differs from the yield curve simply remaining unchanged. In its example, a pay-fixed swap is entered at the current par rate, and the relevant comparison after one year is…

Fixed incomeDerivatives pricingCarryRisk management
Quant Q&A

The document raises a pricing question about bonds with constant-maturity swap (CMS) coupons in euros, where interest rates may be negative. It asks whether the convexity adjustment from Hull, which assumes lognormal rates, can be adapted to a normal-rate…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document examines how a rise in implied volatility for a short-expiry option may affect a longer-expiry option with the same strike, assuming the event driving the move occurs within the shorter option’s life. The answer models volatility across time…

OptionsVolatilityDerivatives pricing
Quant Q&A

The note discusses the conditional-expectation formula that values a derivative as its future payoff discounted at the short rate under a risk-neutral measure. Its key distinction is between using a measure once it has been specified and establishing that…

Derivatives pricingRisk managementFixed income
Quant Q&A

The note distinguishes fitting an implied volatility surface at the current time from specifying how that surface changes as time passes and the underlying price moves. A cross section indexed by maturity and strike can be fitted to current market data, but…

OptionsVolatilityDerivatives pricing
Quant Q&A

The note applies the first fundamental theorem of asset pricing to explain why an attainable claim has the same value under every martingale measure. Given a replicating strategy, the theorem expresses its value at any time as the conditional expectation of…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document works through an arbitrage-free valuation problem for a down-and-in claim paying the underlying stock value at maturity if a barrier is touched. The barrier equals the strike of a down-and-out call. The given market prices are for the…

OptionsDerivatives pricingArbitrage
Quant Q&A

The document asks what it means to say Black–Scholes overprices or underprices options when the option’s true value is not directly known. It presents research claims that the model can price deep in-the-money calls too high and deep out-of-the-money calls…

OptionsDerivatives pricingVolatilityStatistics
Quant Q&A

The document asks how to trade a violation of a stated no-arbitrage inequality involving three swaptions with the same strike and different option and swap maturities. The condition says the prices of two shorter-maturity swaptions, taken together, should be…

ArbitrageOptionsDerivatives pricing
Quant Q&A

The document explains how to evaluate the probability that one of two correlated geometric Brownian motion stock prices will exceed the other at a future date. The key step is to take the ratio of the future prices: its logarithm is normally distributed,…

EquitiesStatisticsDerivatives pricing
Quant Q&A

The document asks how to convert dollar P&L into percentage returns for a two-leg straddle strategy sized by vega notional. The strategy aims to stay vega neutral by balancing its legs, while positions are adjusted and delta hedged over time. The central…

OptionsDerivatives pricingRisk managementBacktesting
Quant Q&A

The document asks why a forward contract’s value at delivery is not simply the spot price minus the contracted delivery price. It describes the holder’s apparent ability to buy at the agreed price and immediately sell at the market price, then questions a…

FuturesDerivatives pricingArbitrage
Quant Q&A

The document clarifies how USD LIBOR quote dates relate to loan periods and how business-day conventions affect swap dates. A non-overnight tenor quote is described as a forward rate whose accrual period begins two business days after the curve’s anchor…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to handle the negative rate-times-value term in a Heston–Hull–White partial differential equation discretized with an alternating direction implicit (ADI) scheme. The paper described by the question allocates this term evenly among the…

OptionsDerivatives pricing
Quant Q&A

The document asks when the conditional expectation of a terminal payoff given the full Brownian filtration can be expressed using only the current state of a diffusion. Its proposed argument relies on future Brownian increments being independent of the past…

StatisticsDerivatives pricing
Quant Q&A

The document clarifies how to calculate profit and loss for a continuously delta-hedged option position. Its central distinction is between the gains from holding a changing number of shares and the change in the market value of the final share position.…

OptionsDerivatives pricingRisk management
Quant Q&A

The document explains why converting an FX option delta into a strike requires the market’s quoting conventions and the correct definition of at-the-money. In the example, the pair uses unadjusted deltas, and the at-the-money strike is delta-neutral: the…

ForexOptionsDerivatives pricingVolatility