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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

This note works through the stochastic differential of an exponential process built from an HJM forward-rate expression. It first differentiates the exponent, accounting for the time-dependent Brownian coefficient and the moving boundary of a nested…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This note explains why a QuantLib floating-rate coupon amount may differ from nominal multiplied by accrual period and the index forward. The coupon amount is calculated using the coupon’s rate, which can include a contractual spread; the index fixing or…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks whether a receiver swaption is equivalent to a callable bond. The main response distinguishes the instruments: a callable bond is a security exposed to issuer default, while a swaption is an interest-rate option. It then describes an…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The document considers an embedded equity conversion option in a bond issued by an Indian company. The bond is denominated and repaid in US dollars, while the underlying shares trade in Indian rupees; the conversion price uses a fixed USD/INR rate. One…

Fixed incomeOptionsForexDerivatives pricing
Quant Q&A

The question concerns a two-period consumption model in which an investor allocates wealth between a risky asset and a zero-coupon bond. The displayed equations appear to let the bond position transfer funds between periods, while the question asks why bond…

Fixed incomePortfolio constructionRisk management
Quant Q&A

The document derives a first order approximation for the one year total return on a coupon bond when its yield changes. It distinguishes the bond's initial price from its price one year later, when it has one fewer year to maturity. The latter price is…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion concerns sensitivity-preserving cash-flow mapping for a fixed-versus-Euribor six-month interest rate swap under a multi-curve framework. The question asks how to assign cash flows to regulatory pillar dates when discounting uses an overnight…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document discusses how commercial banks can assign client account balances to maturity buckets for asset-liability management. It recommends mapping assets and liabilities, using gap analysis to identify maturity slots with deficits, and hedging those…

Fixed incomeRisk managementStatistics
Quant Q&A

The note explains the negative inverse-price term in duration by defining duration as the bond’s price sensitivity to yield in proportional terms. Taking the price derivative alone gives an absolute change; dividing by price expresses the change relative to…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains why early exercise does not add value to an American call when there are no dividends or repo costs and interest rates are nonnegative. Put-call parity implies that a European call is worth at least its intrinsic value under these…

OptionsDerivatives pricingFixed income
Quant Q&A

The document addresses valuation of a cross-currency basis swap whose two currency legs are collateralized in a third currency. Its example uses Indian rupee and South African rand cash flows with US dollar collateral. The stated procedure is to convert each…

Fixed incomeForexDerivatives pricing
Quant Q&A

The document explains why the coupon required to price a callable bond at par can vary non-monotonically with the call date. The coupon spread over a comparable non-callable bond reflects the value of the issuer’s call option. That value depends on time to…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

This response recommends a focused path for learning interest rate risk in the banking book (IRRBB). It suggests beginning with Basel Committee materials that set out the regulatory framework, then consulting jurisdiction-specific guidance such as a recent…

Fixed incomeRisk management
Quant Q&A

The document explains how to locate historical CAD–USD cross-currency basis data for converting USD short-term yields into Canadian equivalents. The question proposes combining CORRA, the spread between a US yield and SOFR, and the CAD–USD basis, but reports…

Fixed incomeForexCarry
Quant Q&A

A par yield curve shows the coupon rate at which a bond would trade at par across maturities. The document explains why practitioners use this representation instead of plotting yields of existing coupon bonds: coupon differences and bond-specific pricing…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document presents the credit triangle as a quick way to infer an annualized default probability from a loan’s credit spread and expected recovery rate. It defines the spread as the loan rate minus a comparable default-free rate, with known administration…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains why the product of a pricing density and a self-financing portfolio value is a martingale in the Black–Scholes setting. Its central point is that martingales are defined relative to a probability measure. Under the physical measure, the…

Derivatives pricingStatisticsRisk managementFixed income
Quant Q&A

The document explains why cross-currency basis swaps exchanging overnight risk-free rates may trade away from zero, despite a theoretical flat-pricing argument based on covered interest parity. It describes a proposed arbitrage: borrow in one currency at its…

Fixed incomeForexArbitrageDerivatives pricing
Quant Q&A

The document derives a change-of-numeraire Radon–Nikodym derivative for two positive assets. It assumes the ratio of their prices is a martingale under the original measure, uses that ratio to define a density process with expectation one, and constructs the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion examines whether principal component analysis of yield curves has practical value beyond describing movements as level, slope, and curvature. One answer argues that PCA may help create a denoised correlation matrix, but questions using…

Fixed incomeStatisticsRisk managementPortfolio construction
Quant Q&A

The document asks whether a machine-readable source reports Federal Reserve target-rate changes close to the time of an FOMC announcement. It contrasts the desired near-real-time update with the cited FRED upper- and lower-bound series, which the question…

Fixed incomeUS marketsEvent-driven
Quant Q&A

The document proposes evaluating how well TIPS breakeven inflation rates correspond to inflation realized over the matching bond horizon. The breakeven measure is described as the yield difference between a nominal Treasury and a comparable TIPS. For…

Fixed incomeStatistics
Quant Q&A

The document considers how to calculate returns for a portfolio combining equities and credit, using an equity index and an investment-grade credit index as examples. It cautions that a credit default swap position does not have a meaningful return from…

Fixed incomeDerivatives pricingPortfolio construction
Quant Q&A

The document describes how agency mortgage-backed securities relate to their underlying loan pools and to broader market groupings. A single-pool security is tied to a defined set of loans, while aggregated products such as Mega, Giant, or Platinum pools…

Fixed incomeUS marketsMarket microstructure