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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
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 build a spot curve in QuantLib when coupon bonds trade away from par. Its example combines deposit rate helpers with fixed rate bond helpers, supplying each bond’s market quote, face value, payment schedule, and coupon rate. QuantLib…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains how to locate generic US Treasury yield series in Bloomberg and obtain daily observations for selected maturities. It says the terminal’s generic yield indices are quoted as yields to maturity, so the historical last-price field can be…

Fixed incomeUS marketsStatistics
Quant Q&A

The document asks whether Basel II sets a minimum probability of default for retail portfolios. The accepted answer does not verify the proposed retail threshold; instead, it points to an accord provision for corporate and bank exposures. For those exposure…

Risk managementFixed income
Quant Q&A

The note addresses callable bonds where the exercise decision precedes the call payment date. It derives a valuation method under which exercise is decided at the notice date by comparing zero with the conditional expected discounted payoff at the later…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document derives how a Basel-style regulatory risk weight changes when a conservative probability of default is adjusted through Margin of Conservatism Category C. Its central point is that the conservative PD affects the risk weight directly and also…

Fixed incomeRisk managementStatistics
Quant Q&A

The document presents Macaulay duration as the present-value-weighted average timing of a bond’s cash flows, measured in years. Each payment is weighted by its share of the bond’s present value, so larger or earlier-valued cash flows affect the measure more.…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains why default and credit protection need to be understood at both the issuer and obligation level. A CDS names a reference entity and a reference obligation; a qualifying credit event and the obligation’s cross-default terms determine…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The explanation outlines a typical corporate bond offering from initial pricing guidance through the start of market trading. The book runner estimates a likely yield using comparable bonds and credit ratings, then proposes a coupon intended to place the new…

Fixed incomeExecutionMarket microstructure
Quant Q&A

This note raises a consistency question about the BGM, or Libor Market, forward-rate model. It compares a forward rate written under its own pricing measure with a representation under another measure, where the drift changes but the diffusion is expressed…

Fixed incomeStatistics
Quant Q&A

The document clarifies what the tenor dates represent in the LIBOR market model. The modeled quantities are forward rates over intervals bounded by fixing and maturity dates. These are calendar dates, so the dates remain fixed as time advances; they do not…

Fixed incomeDerivatives pricing
Quant Q&A

Factor loadings describe how modeled risk factors contribute to a credit outcome, though the term can refer to different quantities in different model classes. In a Cox-style default framework, factors may influence a firm-specific process that declines…

Fixed incomeRisk managementStatisticsPortfolio construction
Quant Q&A

The answer presents one account of how quantitative finance intersected with the 2008 crisis. It traces a chain from asset pooling and tranching to highly rated collateral, expanded repo borrowing, and increased reliance on short-term funding. Mortgage…

Fixed incomeRisk managementDerivatives pricingMarket microstructure
Quant Q&A

The document explains what a risk-neutral measure means in an interest rate model. It frames the key condition in terms of bond prices: when a zero-coupon bond is valued as the conditional expectation of its future payoff discounted by the short rate, its…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks when a time integral of a Brownian stochastic integral can be rewritten by reversing the order of integration. Its example uses an exponential kernel over nested time intervals and proposes the resulting single stochastic integral with an…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document explains a basic link between an interest rate swap rate and expected future LIBOR rates. A fixed swap rate can be understood as a weighted average of the forward LIBOR rates used across the swap’s payment periods. Because those forward rates…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses why a cross-currency swap paying euros and receiving dollars may have different credit valuation adjustment (CVA) from the reverse position. One explanation focuses on the final notional exchange: forward currency values, influenced by…

Fixed incomeForexRisk managementDerivatives pricing
Quant Q&A

The document sketches a layered approach to pricing an American option on a bond futures contract. First, use a term-structure model to simulate yields or prices for all deliverable bonds across relevant dates. Short-rate models such as Vasicek or Hull–White…

Fixed incomeFuturesOptionsDerivatives pricing
Quant Q&A

The document describes a model combining a two-factor Gaussian short-rate process with an asset whose price follows a Black–Scholes-style stochastic differential equation. The two rate factors are mean reverting, and their Brownian drivers are specified as…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to choose a risk-free interest rate when valuing options with different expiration dates. Because the rate discounts the option’s future payoff, the suggested input is the rate on a risk-free instrument, such as a Treasury security,…

OptionsDerivatives pricingFixed income
Quant Q&A

The document considers why corporate credit spreads may tighten as interest rates rise, and whether that relationship changes with the economic backdrop. It contrasts rate increases associated with strong growth and inflation with stagflation, where weak…

Fixed incomeStatisticsRisk management
Quant Q&A

The document discusses a quoted 50-year euro swap rate of -0.58% and asks how to interpret the unusually shaped long end of the swap curve. The question notes positive carry for paying fixed and suggests limited liquidity may be influencing long-tenor…

Fixed incomeDerivatives pricingCarry
Quant Q&A

The document explains an asset swap spread as a measure of a Treasury bond’s relative performance against an interest rate swap of similar maturity. If the spread widens, the bond has underperformed the swap; if it narrows, the bond has outperformed.…

Fixed incomeUS marketsDerivatives pricingRisk management
Quant Q&A

The document asks why swap rates recomputed from Bloomberg curve data do not exactly match the at-the-money strikes in a swaption volatility cube. It outlines two attempted checks: deriving swap rates from forward Libor rates implied by discount factors, and…

Fixed incomeDerivatives pricingVolatilityRisk management
Quant Q&A

The document discusses how near-zero yields affect strategic asset allocation, especially for pension funds that use capital market assumptions and constrained mean-variance optimization. It notes that starting bond yields have historically helped forecast…

Multi-assetFixed incomePortfolio constructionRisk management