Skip to content

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

5,701 documents

Quant Q&A

The document explains why the DV01 of a fixed income swap is not constant across interest rate levels. A simplified rule of thumb discounts each future annual payment using a single rate, then sums the discounted sensitivities. Under that approximation, a…

Fixed incomeRisk managementDerivatives pricingStatistics
Quant Q&A

This discussion explains why a fixed rate bond’s net present value can differ from its dirty price in QuantLib. The key distinction is the discounting date: NPV uses the discount curve’s reference date, while dirty price is expressed at the bond’s settlement…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers how to price term interest-rate exposure in Poland as contracts move away from WIBOR, asking whether WIRON can support forward-looking term rates. Its answer argues that a term rate generally depends on a sufficiently active…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document distinguishes using a bootstrapped interest rate curve from using a stochastic model of rate dynamics. A market curve built from instruments such as forward rate agreements and swaps is sufficient to price simpler contracts through no-arbitrage…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document addresses a Python QuantLib error encountered while pricing a European credit default swap option with a Black-style option engine. The reported constructor error indicates that the engine expects its volatility input as a quote handle rather…

OptionsDerivatives pricingFixed income
Quant Q&A

The document explains how to compare spreads on fixed-coupon bonds and loans or floating-rate notes. Its answer says that the fixed bond’s additional interest-rate exposure need not justify a separate spread adjustment, since that exposure can be hedged at…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document clarifies why repo and reverse repo can refer to opposite sides of the same collateralized transaction. A party that delivers a bond and receives cash is commonly said to repo out the bond; economically, that party is borrowing cash against the…

Fixed incomeRisk management
Quant Q&A

The document explains why a foreign exchange forward is not generally the conditional expectation of the future spot rate under the domestic risk-neutral measure when interest rates are stochastic. The forward price instead comes from discounting the payoff…

ForexFixed incomeDerivatives pricingArbitrage
Quant Q&A

The document frames the rate sensitivity of a pay-fixed, receive-floating interest rate swap as three contributions: discounting floating coupons, discounting fixed coupons, and projecting floating cash flows. It asks how the magnitudes of those components…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

This note examines when a floating rate note (FRN) prices at par and how its rate exposure depends on the relation between its coupon index and discount curve. With matching forecast and discount curves, the floating coupons telescope against the discounted…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains what a strip of Eurodollar futures can imply when its quarterly rates are compounded over a one-year period. The resulting rate represents a December-starting one-year compounded three-month LIBOR forward, and is closely related to a…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document asks how to obtain a Green's function for zero-coupon bond pricing under the Vasicek short-rate model. It gives a pricing partial differential equation with a market price of risk adjustment and compares it with the forward Fokker–Planck and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document derives the dynamics of a short-rate process whose definition includes both a deterministic time integral and an Itô integral. The key step is to name the stochastic integral as a process, then express the rate as a function of time and that…

Fixed incomeStatistics
Quant Q&A

The document explains how to convert an annually compounded interest rate into the continuously compounded rate used in the Black–Scholes model. Equating the accumulated value under each convention over the same time horizon gives the conversion: take the…

OptionsDerivatives pricingFixed income
Quant Q&A

This exchange challenges the claim that a Constant Maturity Swap keeps a company’s debt duration near the tenor of its CMS index throughout the life of the trade. CMS names the rate used to reset a leg, such as the prevailing five-year swap rate; it does not…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

This exchange explains how to bootstrap an EONIA curve in QuantLib-Python with a reference date that stays fixed when the evaluation date changes. The proposed solution is to use the `PiecewiseLogCubicDiscount` constructor that accepts an explicit reference…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether extensions to the SABR stochastic-volatility model, often motivated by rates that can become negative, offer benefits for options on non-negative underlyings such as equities and foreign exchange. The response argues against using…

OptionsVolatilityDerivatives pricingFixed income
Quant Q&A

The document describes a proposed forward-starting swap steepener: receive fixed on a five-year swap and pay fixed on a thirty-year swap, with both starting at a future date. It frames carry as the benefit that may arise if the spot five-to-thirty-year curve…

Fixed incomeFuturesCarry
Quant Q&A

The document asks how to calibrate the one-factor Hull–White interest-rate model under a historical measure for counterparty credit risk calculations. It distinguishes this from risk-neutral calibration, which commonly fits market prices of swaptions or…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document considers how to hedge a government bond portfolio using available short- and long-maturity futures. It cautions that a single quoted risk measure or maturity match is not enough to determine an effective blend: DV01 is nonlinear, and duration…

Fixed incomeFuturesRisk managementPortfolio construction
Quant Q&A

The document asks how UK banks can offer mortgage rates that appear lower than the rates paid on some deposits. Its answers challenge the idea that comparing those two rates alone reveals the economics of mortgage lending. One answer says large banks often…

Fixed incomeStatistics
Quant Q&A

Perpetual bonds have no contractual maturity date, so they provide a real-market example of instruments modeled with an infinite lifetime. The document explains that this legal feature does not necessarily mean investors should expect the bond to remain…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains why an interest rate swap’s sensitivity to its forecast curve can change when its discount curve moves. Changing discounting alters the present value assigned to projected floating-leg cash flows; as those values change, the swap’s…

Fixed incomeDerivatives pricingRisk management