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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

5,701 documents

Quant Q&A

The discussion outlines two ways a cross-currency inflation-linked swap can be structured. One approach exchanges inflation exposure tied to different national baskets, such as euro-area harmonized prices against UK consumer prices. This introduces relative…

Fixed incomeDerivatives pricingForex
Quant Q&A

The question asks how to value a swaption that expires in five years and references a swap whose exercise and maturity dates coincide, leaving it with zero tenor. The answer argues that a zero-year interest-rate swap is not a meaningful tradable contract in…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document examines the stochastic differential equation for a zero-coupon bond price and asks why a technical note’s expression for the change in its logarithm lacks an explicit time derivative. The answers apply Itô’s lemma to the logarithm as a function…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document describes how quantitative finance roles changed after the financial crisis rather than simply becoming more or less plentiful. It points to reduced activity in some exotic derivatives and credit products, alongside more work on funding,…

Fixed incomeDerivatives pricingExecutionMarket microstructure
Quant Q&A

The document concerns how cash and deposit assets should be grouped in the Solvency II Assets D1 report. The question cites reporting instructions that call for one line per currency for cash, and one line per bank and currency for transferable deposits and…

Fixed incomePortfolio constructionRisk management
Quant Q&A

The document explains several reasons investors and financial institutions may hold government bonds with negative yields instead of keeping cash. For large cash balances, physical storage, insurance, and logistics can cost more than accepting a small…

Fixed incomeRisk managementMarket microstructure
Quant Q&A

The document explains why an averaging overnight-rate swap cannot be priced by simply applying an averaging formula to forward rates calibrated from a compounding swap curve. Compounded SOFR swaps are described as the dominant hedging market and define the…

Fixed incomeDerivatives pricingVolatilityRisk management
Quant Q&A

The document recommends a learning path for bonds, fixed income, and interest-rate models, distinguishing rigorous quantitative references from more accessible treatments. For readers pursuing quantitative modeling, it points to a comprehensive text on…

Fixed incomeDerivatives pricing
Quant Q&A

The document compares par yield curves with zero curves, especially when benchmark bonds trade far above par. It explains that par, zero, forward, and discount curves are transformations of one another and therefore encode the same information. A benchmark…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document addresses whether constant-maturity swap (CMS) and overnight indexed swap (OIS) curves can be treated as the same when their reported values match. It explains CMS as a way to represent yields at fixed tenors over time, often using interpolation…

Fixed incomeFuturesStatistics
Quant Q&A

This note explains why overnight sterling LIBOR can sit below the Bank of England base rate, despite the intuition that unsecured borrowing should command a higher rate. It distinguishes LIBOR, which is based on trimmed submissions from panel banks, from an…

Fixed incomeForexMarket microstructure
Quant Q&A

This note addresses why a payer swap can show negative DV01, or a short payer can show positive DV01, despite the usual intuition about payer and receiver positions. The explanation hinges on the sign convention: the quoted sensitivity is expressed relative…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion addresses whether rescuing Lehman Brothers could have prevented the global financial crisis and why risky mortgage-linked products received high credit ratings. It notes that AIG did receive government support, while Lehman failed amid a…

Fixed incomeRisk managementMarket microstructure
Quant Q&A

The document derives the time-dependent drift function in a Hull–White short-rate model with time-varying mean reversion and volatility. An integrating factor first solves the short-rate stochastic differential equation. Integrating rates to maturity and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document clarifies what swap underlies a European payer swaption whose exercise date is in the future and whose swap tenor begins at that date. Its example has a five-year option maturity and a ten-year tenor. The key distinction is between the ten-year…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document describes a CDO purchase financed partly by the buyer's cash and partly by a loan from the seller. Because the loan is nonrecourse and secured only by the CDOs, the buyer can surrender the assets rather than repay from other holdings if their…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document poses two mathematical questions in a model combining a money account, a Vasicek short rate, and a stock with constant drift and volatility. The money account grows at the short rate, which follows mean-reverting stochastic dynamics driven by…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document distinguishes several effects relevant to the daily economics of a bond futures position. Underlying carry and yield roll-down can be estimated from the cheapest-to-deliver bond, including its coupon accrual. Financing is another component and…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document discusses ways to assess the relationship between oil prices and bond portfolio values. A simple starting point is to compare historical Brent prices with bond prices or fund net asset value, then calculate correlation or run a regression. The…

CommoditiesFixed incomeStatisticsRisk management
Quant Q&A

The document explains why a bond's quoted price cannot always be converted to a percentage of par using a universal face value. Many markets quote bonds as a percentage of par, but some use a different quote basis. To convert a quote, identify the par value…

Fixed incomeCommoditiesDerivatives pricing
Quant Q&A

The document addresses how to revise a historical index fixing in QuantLib when a new value conflicts with a value already stored for the same date. By default, adding a duplicate fixing raises an error rather than replacing the existing observation. The C++…

Fixed incomeDerivatives pricing
Quant Q&A

The document examines how futures convexity affects interest-rate curve construction, including multicurve bootstrapping. Futures quotes can be related to synthetic forward rates derived from discount curves, with a convexity adjustment. Modeling that…

Fixed incomeFuturesDerivatives pricingStatistics
Quant Q&A

The document considers why a portfolio manager converting fixed-rate residential mortgage payments into floating payments might choose an interest-rate swap whose notional declines over time. The central explanation is that the swap can be structured to…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document explains why LIBOR is not automatically the right discounting basis for valuing uncollateralized derivative exposure. LIBOR may have served as a legacy proxy for a bank’s unsecured funding cost, but an institution-specific funding spread can…

Fixed incomeDerivatives pricingRisk management