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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 compute the expectation of a LIBOR rate over an accrual period under a later forward measure. The answer says the calculation requires a model for rate dynamics between the accrual end date and the forward-measure date; without…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks why a market-convention one-year interest rate swap can involve a final payment date slightly beyond one year from the trade date. The example uses a two-day spot lag and quarterly floating accruals; adjusted dates put the final cash flow…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The note considers which economic variables may move before changes in government yield curves. It argues that, in developed markets with credible monetary control, rising inflation tends to precede yield-curve flattening, while increases in overnight rates…

Fixed incomeStatisticsUS markets
Quant Q&A

The note outlines a way to identify historical Treasury benchmark securities without relying on a proprietary terminal. Start with records of Treasury auctions, then assign each issue a rounded original term by measuring the time from issuance to maturity in…

Fixed incomeUS markets
Quant Q&A

The note explains why buying a TBA dollar roll should not be treated as simply shorting mortgage-backed securities. A roll combines two linked trades: buying or selling the front-month TBA and taking the opposite position in a later month. The example…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document explains how to estimate the yield of a floating-rate note issued above par. Its example describes a multi-year note paying LIBOR plus a fixed spread and asks how the investor’s yield compares with that coupon margin. The proposed approach uses…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks how to bootstrap a zero curve from swap quotes when valuation occurs between floating-leg reset dates. It explains why the usual par-at-reset assumption does not directly apply: the floating leg may not be worth par, and the swap may have…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks why a Treasury futures hedge ratio based on portfolio and cheapest-to-deliver bond basis-point values is scaled by the futures conversion factor. The question contrasts a face-value comparison—where contracts appear to deliver a fixed…

FuturesFixed incomeRisk management
Quant Q&A

The document asks why a UK bulk annuity provider might adjust bond and swap hedges regularly when another insurer manages similar exposures with mostly static positions. It describes a hedging process that monitors sensitivity measures such as PV01 and IE01…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The discussion examines how to estimate a cryptocurrency yield curve when perpetual futures are the only obvious derivatives market. One answer emphasizes that a curve describes rates across maturities at a point in time; forecasting future funding rates is…

CryptoPerpetual futuresDerivatives pricingDeFi
Quant Q&A

The answer explains why two Bloomberg tickers for the US five-year-forward, five-year inflation expectation can differ. One is derived from zero-coupon inflation swap quotes: it approximates the forward rate by doubling the ten-year swap quote and…

Fixed incomeUS marketsStatistics
Quant Q&A

The document compares two yield curve construction approaches: interpolating quoted spot rates and deriving discount factors, or interpolating discount factors directly. It asks why the latter may produce a smoother implied forward curve when using linear…

Fixed incomeStatistics
Quant Q&A

The document clarifies the relationship between a bond position, duration, and convexity. It distinguishes a long position in a conventional coupon bond, which has positive duration and convexity, from a short position, which has negative convexity exposure.…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document surveys practical ways pension plans can set investment risk appetite within an asset-liability management framework. It presents examples from public pension investors: risk limits can include relative performance measures against a reference…

Risk managementPortfolio constructionFixed incomeEquities
Quant Q&A

The document explains how principal component analysis (PCA) is used to summarize yield curve movements. In the example, the first three components account for 58%, 85%, and 93% of cumulative variance, and their coefficient patterns are commonly interpreted…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The document explains a QuantLib credit default swap calibration failure that occurs with a higher assumed recovery rate for the supplied market spreads. The calibration seeks risk neutral survival probabilities by solving for curve parameters. If the inputs…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

This exchange clarifies how QuantLib curve constructors interpret rate inputs in a Hull–White short rate simulation setup. A FlatForward curve is built from a single forward rate quote, so passing an array of rates to its scalar quote object causes a type…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains term premium as compensation for the duration risk of holding longer maturity bonds, and places it within a yield decomposition that also includes expected short rates and convexity effects. With expected short rates held flat, a…

Fixed incomeStatisticsRisk management
Quant Q&A

This document introduces notation used to describe a jointly normally distributed vector of financial variables. It presents a multivariate normal density built from a mean vector and a variance–covariance matrix, then asks how to interpret the density and…

Risk managementStatisticsPortfolio constructionFixed income
Quant Q&A

This discussion explains how changes in Treasury issuance and bank reserve preferences can affect short-term funding markets. It connects a liquidity squeeze in the first half of 2018 to heavy Treasury bill issuance as the Treasury rebuilt cash balances…

Fixed incomeUS marketsMarket microstructureRisk management
Quant Q&A

The document explains that a quoted government bond yield, such as a ten-year yield of two percent, is generally an annualized yield to maturity rather than a single return earned only at the end of the holding period. Under the yield-to-maturity…

Fixed incomeStatistics
Quant Q&A

The document translates a forecast of a steeper yield curve into relative bond-price expectations: long-term bond prices are expected to weaken relative to short-term bond prices. A portfolio can express this view by reducing duration, such as selling…

Fixed incomeRisk management
Quant Q&A

The document asks how the transition from EONIA to the euro short-term rate (€STR, called ESTER in the text) could affect discounting for new and existing derivatives, curve construction, and the treatment of any basis between the rates. The question is…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains dollar rolls from the perspective of the buyer, who purchases TBA mortgage-backed securities for a nearer month and sells them for a later month. Because delivery follows SIFMA guidelines and allows variation in pool characteristics…

Fixed incomeOptionsVolatilityCarry