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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
Quantopian lectures
45 documents
Binance API docs
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

5,701 documents

Quant Q&A

The document explains the roles of the two swap indices supplied to QuantLib’s swaption volatility cube. The base swap index defines the underlying swap conventions for the cube’s volatility layers, which span option expiries, swap tenors, and strike…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The explanation relates a simple forward rate for borrowing or lending over a finite accrual period to the ratio of two discount bond prices. For a period of length τ starting at maturity T, the rate is the bond-price ratio’s excess over one, divided by τ.…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document clarifies the scaling and conventions behind a plain-vanilla interest rate swap’s sensitivity to its fixed rate. If the derivative of swap value is taken with respect to a rate expressed as a decimal, the value change for a one-basis-point move…

Fixed incomeRisk management
Quant Q&A

The document gives the time-dependent drift function used in the Hull–White short-rate model to fit an initial discount curve. It expresses the drift in terms of the curve’s instantaneous forward rate, its time derivative, and the model’s mean-reversion and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document describes a Libor Market Model calibration problem. Forward Libor rates are simulated under the spot measure with a maturity-dependent volatility function that combines a decaying exponential term and a constant component. Correlations between…

Fixed incomeVolatilityDerivatives pricingStatistics
Quant Q&A

The document presents a converse result related to Cheyette’s approach to Markovian interest-rate models. It asks when forward-rate dynamics can be represented by a low-dimensional Markov process and gives a proof argument connecting that property to a…

Fixed incomeVolatilityStatisticsDerivatives pricing
Quant Q&A

The document considers what a continuously compounded rate represents and why it is used in finance. Its main explanation is practical and mathematical: representing growth with a continuous rate makes calculations easier when models use very many time…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document asks whether a parallel change in spot rates changes a bond portfolio’s internal rate of return in the same direction and by the same amount. It illustrates the question with one-year and two-year zero-coupon bonds, computes their present…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

This note explains why Good Friday treatment in the US Government Securities business calendar can affect SOFR fixings and interest-rate derivative schedules. The calendar follows SIFMA recommendations for trading in US government securities, so whether SOFR…

Fixed incomeFuturesUS markets
Quant Q&A

The document sets up a way to infer discount factors from the prices and cash flows of coupon-paying bonds when zero-coupon bonds are unavailable. Each bond price is expressed as the sum of its coupon and principal payments multiplied by discount factors for…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The document asks how to calculate the DV01 of one-year and ten-year zero-coupon bonds, each with one million in principal, when the entire interest-rate curve is zero. It reasons that the bond price equals principal at a zero discount rate and that duration…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks how to apply a recovery rate when a coupon bond defaults before its first coupon payment. The answers describe a common developed-market convention: unpaid accrued coupon is generally lost, while the remaining principal becomes due…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document explains that Nelson–Siegel curve fitting and stochastic short-rate models serve related but distinct purposes. Nelson–Siegel is a parsimonious way to fit the observed market term structure, expressing yields or instantaneous forward rates…

Fixed incomeStatistics
Quant Q&A

The document explains how to estimate a Treasury bond’s total return from yield changes. For a known bond, calculate return from its starting and ending prices, accrued interest, and any coupon payments. If bond details are unavailable, approximate return…

Fixed incomeUS marketsStatisticsRisk management
Quant Q&A

The document describes a yield curve steepening or flattening position built from two year and ten year Treasury futures. The proposed steepener buys two shorter maturity contracts and sells one longer maturity contract, with the reverse position used for…

FuturesFixed incomeVolatilityRisk management
Quant Q&A

The question concerns estimating a later floating-rate swap payment when the next reset payment is already known but a subsequent rate has not yet been set. The response points to modeling forward Libor rates with a Libor Market Model and simulating their…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to derive the fair fixed coupon, or par rate, for a plain vanilla interest rate swap that begins at zero value. It separates the swap into fixed and floating legs, discounts each scheduled cash flow using discount factors, and…

Fixed incomeDerivatives pricing
Quant Q&A

The note interprets PRIIPs guidance on using principal component analysis to simulate interest rate curves. The key distinction is between observing one rate repeatedly over time and modeling rates at multiple points along the yield curve. PCA is intended to…

Fixed incomeStatisticsRisk management
Quant Q&A

The document explains one way to create a yield curve in QuantLib when the desired curve is described by Nelson–Siegel parameters. Rather than supplying a time function directly, the example constructs fixed-rate bond helpers from market bond prices,…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how Bloomberg derives daily overnight index swap reset rates for a fixed-for-floating swap. Its answer points users to the curve detail screens in Bloomberg’s swap pricing workflow, where they can inspect the instruments used to build the…

Fixed incomeDerivatives pricing
Quant Q&A

The document discusses how a quantitative firm might estimate frequently updated reference prices for illiquid corporate bonds. One proposed input is dealers’ runs: messages sent to institutional clients that list bond markets. These messages can be…

Fixed incomeMarket microstructureStatistics
Quant Q&A

The document asks how to estimate portfolio risk across correlated interest-rate tenors when the factor series can cross zero. The questioner uses absolute daily changes rather than percentage returns, forms a covariance matrix, and asks how to interpret…

Fixed incomeRisk managementStatistics
Quant Q&A

The document asks how to translate a quoted effective federal funds rate into a daily return when estimating the growth of a cash deposit. It contrasts treating a 13% annual rate as an effective annual return, converted to an equivalent daily compound rate,…

Fixed incomeStatistics
Quant Q&A

The document compares two ways to value a foreign-currency corporate bond for a domestic investor: discount the bond’s local-currency cash flows and convert the value at spot, or convert each cash flow with FX forwards and discount in the domestic currency.…

Fixed incomeForexDerivatives pricingRisk management