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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
Quantpedia
86 documents
TqSdk
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 asks how to adapt cap and floor pricing from the LIBOR framework to compounded overnight reference rates. Under LIBOR, a spot-starting zero-coupon bond can be expressed using a known forward rate, supporting a forward-measure martingale…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The exchange explains the FX basis by comparing two ways to obtain one currency while providing another: borrowing and lending directly, or exchanging currencies at spot and reversing the exchange with a forward trade. A difference in the effective funding…

ForexFixed incomeMarket microstructure
Quant Q&A

The document explains how to obtain the short-rate process needed to derive a bond-pricing partial differential equation under the Black–Derman–Toy model. The model specifies the dynamics of the logarithm of the short rate, while the pricing function is…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document addresses how to interpret a zero rate shown on a Bloomberg curve display when a calculation from nearby quoted rates does not match. One answer recommends working from the displayed discount factors directly and interpolating them to the…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document distinguishes senior preferred bank bonds from senior unsecured and senior secured debt. It explains that senior preferred status is a category used for bank issuance under European bank recovery and resolution rules, including a German legal…

Fixed incomeRisk management
Quant Q&A

The document explains a direct way to represent custom amortization when constructing a fixed versus floating interest rate swap in QuantLib. The key idea is to provide each leg with a sequence of notionals aligned with its payment schedule, allowing…

Fixed incomeDerivatives pricingPortfolio construction
Quant Q&A

The document raises a question about the Vasicek short-rate model, which assumes mean-reverting rates with normally distributed shocks, and its closed-form zero-coupon bond price. It gives the stochastic differential equation and the affine pricing…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how credit rating agencies calculate an average annual transition matrix over a multi-year static pool. It contrasts a simple equal-weighted arithmetic mean of separate yearly matrices with other possible averaging approaches, but does not…

Fixed incomeStatistics
Quant Q&A

The document asks how to construct a euro overnight index swap curve in QuantLib from market quotes. It describes obtaining an overnight rate and swap curve members, sorting instrument quotes by maturity, and creating deposit and overnight swap rate helpers.…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document lays out a worked approach to calculating Treasury futures gross basis, net basis, and implied repo rate from a cheapest-to-deliver bond. It covers coupon dates, accrued interest, coupon income, financing cost, and the delivery date choice. The…

FuturesFixed incomeDerivatives pricingExecution
Quant Q&A

The document explains why LIBOR was tied to London while appearing in contracts and mortgages elsewhere. London hosted an offshore dollar money market, and the benchmark’s role spread internationally through markets such as interest rate swaps. Some markets…

Fixed incomeUS marketsDerivatives pricing
Quant Q&A

The document discusses two practical choices in historical scenario analysis for stressed value at risk using a crisis period: what to do when a portfolio asset lacks price history for the selected scenario, and which portfolio exposures to apply. The…

Risk managementBacktestingPortfolio constructionEquities
Quant Q&A

The document addresses how to calculate the future value of recurring deposits made monthly when the deposit amount increases once per year while interest accrues monthly. It presents two approaches for handling the mismatch between payment frequency and…

StatisticsPortfolio constructionFixed income
Quant Q&A

The document explains why an irregular loan cash-flow stream can produce different annual rates under Excel’s XIRR and the US APR method described in Regulation Z. XIRR solves for an effective annual rate using actual elapsed days and daily compounding on a…

Fixed incomeStatistics
Quant Q&A

The document outlines a starting point for assessing interest rate risk in a portfolio of Treasury cash securities and futures. It suggests looking for published DV01 information for futures, while noting that broader market data may require a commercial…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document explains why changing the numeraire and probability measure can make interest rate derivative pricing more tractable. It contrasts the risk neutral measure, where prices are discounted by the money market account, with a forward measure…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to construct separate three-month and six-month Euribor forward curves when the indices have a basis. Its central guidance is to use instruments tied to the curve’s own tenor: the relevant Euribor fixing, matching forward rate…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document contrasts pricing a European put in a collateralized market, where collateral earns the risk-free rate, with an uncollateralized put that creates an unsecured obligation for its writer. The accepted answer says the latter should reflect the…

OptionsDerivatives pricingRisk managementFixed income
Quant Q&A

The document interprets a payment at a future date divided by the sum of zero-coupon bond prices across discrete dates. It defines the resulting amount as a constant coupon whose discounted payments, valued using the corresponding zero-coupon prices, sum to…

Fixed incomeDerivatives pricing
Quant Q&A

The answer describes how to choose the floating-leg spread that makes a swap’s initial value zero when the fixed leg’s value is known. It values each floating coupon using its discount factor and accrual fraction, with the coupon rate equal to the reference…

Derivatives pricingFixed incomeRisk managementPortfolio construction
Quant Q&A

The document asks how negative interest rates might be modeled for portfolio analysis. It raises possible influences such as credit quality, borrowing and deposit constraints, fixed-asset prices, and cross-currency basis spreads, while questioning whether…

Fixed incomeRisk managementVolatilityDerivatives pricing
Quant Q&A

The document considers how to interpolate implied volatility across expiry when bootstrapping a caplet or floorlet surface from cap and floor quotes on a fixed strike grid. It compares a left-continuous rule with linear interpolation. The author observes…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document considers whether an actively constructed corporate bond portfolio can target a yield premium over a benchmark while still seeking to outperform it. The proposed starting point is to collect historical returns for corporate bonds and form a…

Fixed incomePortfolio constructionStatisticsRisk management
Quant Q&A

The document distinguishes a forward rate tied to specific calendar dates from a forward rate quoted for a rolling tenor. If the start and end dates remain fixed, the rate observed on a later valuation date reflects changes in the market’s forecast curve;…

Fixed incomeDerivatives pricingFutures