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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 document explains how a Lévy process such as variance gamma, NIG, or CGMY can be time-changed by the integrated rate of a mean-reverting CIR process. This produces a stochastic volatility Lévy process: the clock remains nonnegative and increasing, but…

OptionsVolatilityDerivatives pricingFixed income
Quant Q&A

In swaption quoting conventions, a volatility surface is often arranged with option expiry increasing down the first column and the maturity of the underlying swap increasing across the top row. Under that layout, the upper-left region represents options…

Fixed incomeOptionsVolatility
Quant Q&A

The document clarifies why dividing a semiannual coupon by the actual number of calendar days in a coupon period does not calculate accrued interest under a 30/360 convention. That approach uses actual dates and actual period length, resembling an…

Fixed incomeStatistics
Quant Q&A

The document raises a fixed-income question about why discount factors for the same maturity and market date differ when one is reported using LIBOR conventions and another using continuous compounding. It cites two tables from a reference text and notes…

Fixed incomeStatistics
Quant Q&A

The document explains why a callable bond’s Z-spread may not map cleanly to a unique price. The call option makes the bond’s value depend on whether and when the issuer exercises, and that decision is affected by both risk-free rates and credit spreads.…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

When calibrating an option pricing model across several maturities, the risk-free input should come from securities whose prices primarily reflect interest rates, rather than being chosen to fit the options themselves. The answer recommends building a…

OptionsDerivatives pricingFixed income
Quant Q&A

The document asks why a multi-curve framework remains necessary after the transition from LIBOR to overnight risk-free rates. It outlines a common intuition: an OIS curve built from SOFR swaps can serve as the discount curve, and the quoted swap rates might…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how to estimate the opportunity cost of receiving a cash flow late when the stated annual rate uses an actual/actual day-count basis. For a delay shorter than the annual compounding period, it applies simple interest: multiply the…

Fixed incomeStatistics
Quant Q&A

The document clarifies a leverage example involving a home purchase financed partly with a mortgage. The question contrasts a four-to-one ratio based on the loan amount relative to the buyer’s cash contribution with a five-to-one ratio based on the total…

Fixed incomeRisk management
Quant Q&A

The document asks how to infer shorter-maturity annualized spot rates from a sparse set of observed term-structure points. It gives three observations at maturities of three, six, and nine months, then asks for rates at two and four months and whether a…

Fixed incomeStatistics
Quant Q&A

The document clarifies the notation u∧t that appears in a covariance integral while deriving the Vasicek model. It means the minimum of the two arguments: for example, when s is earlier than t, s∧t equals s. This is the same minimum-time structure used in…

Fixed incomeStatistics
Quant Q&A

This note explains an approximate way to translate the spread on a USD-denominated bond into an equivalent spread over a euro reference rate. It considers a euro issuer that borrows in dollars and uses the SOFR–ESTR cross-currency basis to express the USD…

Fixed incomeForexCarry
Quant Q&A

This note addresses a Python type error when calculating a bond’s z-spread with QuantLib. The example passes a RelinkableYieldTermStructureHandle into BondFunctions.zSpread, but the available overloads expect a yield-curve object, producing an argument-type…

Fixed incomeDerivatives pricing
Quant Q&A

The document addresses how to infer forward rate or caplet volatilities from cap prices or quoted cap volatilities. Its central method is volatility stripping: order caps by maturity, take price differences between consecutive maturities, associate each…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document explains that 3-month Euribor is generally quoted as an annualized rate for clarity and comparison with other interest rates. ACT/360 specifies the day-count convention used to calculate interest: the actual number of days in the accrual period…

Fixed incomeStatistics
Quant Q&A

The document outlines a scenario-based approach to assessing the richness or cheapness of a government bond futures basis and asks how to value the end-of-month switch option. The described steps estimate historical betas for yield changes, apply directional…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains why a bond forward’s impliedYield method does not directly return the yield of a forward-starting bond. In the example, applying it to the spot bond price and clean forward price produces a curve zero rate, because the forward price…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers how to select a floating-rate fixing for a short initial accrual period in a USD interest rate swap. The accrual dates run from the end of April to the end of July, while the three-month LIBOR fixing convention gives a value period…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document frames interest rate modeling as a historical progression, listing equilibrium models such as Vasicek and CIR, no-arbitrage models such as Ho–Lee and Hull–White, multifactor models, the HJM framework, the Libor Market Model, and the Forward…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to infer market expectations for a future central bank decision from overnight indexed swaps or short-term interest rate futures. It introduces an OIS relationship that equates the fixed leg’s accumulation with compounded daily…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document investigates why zero rates bootstrapped from USD overnight indexed swap quotes in QuantLib differ from Bloomberg values. It presents a curve-building example and identifies several convention mismatches that can explain the discrepancy: the OIS…

Fixed incomeDerivatives pricingUS markets
Quant Q&A

The document clarifies broad job terminology for research into fixed-income investment strategies. Index strategies aim to track a benchmark passively, while alpha strategies use an active systematic approach intended to outperform that benchmark. Momentum…

Fixed incomeMomentumFactor investing
Quant Q&A

The document asks whether a QuantLib term structure can use one interpolation style for the short end and another beyond a chosen maturity. The example is an overnight-indexed swap curve with flat, stepwise behavior around central-bank meeting dates,…

Fixed incomeDerivatives pricingStatistics