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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 note explains how a bond’s coupon rate and yield to maturity (YTM) relate to its market price. It values a ten-year bond by discounting its annual coupon payments and redemption value at a 4% yield. Since the 3% coupon is below that yield, the calculated…

Fixed incomeDerivatives pricing
Quant Q&A

The note describes an attempt to explain daily EUR swap yield-curve changes using three principal components, commonly interpreted as level, slope, and curvature moves. The author forms daily tenor changes, estimates a covariance matrix from a one-year…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The document asks whether a term-structure model can be built by specifying discounted zero-coupon bond prices as positive martingales, then defining a numeraire from the bond maturing at the current time. It explores whether that numeraire can be replicated…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This exchange discusses choosing market instruments to calibrate a one-factor Hull–White interest-rate model, including a trinomial-tree implementation. It recommends calibrating to either cap and floor volatilities or swaption volatilities, with the choice…

Fixed incomeDerivatives pricingVolatilityOptions
Quant Q&A

The document explains the distinction between an asset’s price process and its gain process in a funding and collateral framework. For an asset, the gain process combines price changes with dividends or other cash flows. The question concerns how this…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document distinguishes changing an asset’s regulatory classification from transferring risk between banking and trading books. Redesignation means moving an asset from one book to the other. An internal risk transfer instead uses an internal trade to…

Risk managementFixed incomeArbitrage
Quant Q&A

This note points readers to a finance and statistics reference whose hypothesis testing chapter works through several tests in market settings. Examples include testing a Poisson default rate for a risky bond portfolio, an exponential model for time between…

StatisticsFixed incomeEquities
Quant Q&A

The note considers a basket of three credits with specified marginal default probabilities and a known copula for their joint default times. It asks how to express the event that the first name survives to time t while the other two default by t. The answer…

Fixed incomeStatistics
Quant Q&A

The document considers two ways to calculate DV01 for an interest rate swap when its first floating payment has already fixed. One method holds that stub payment constant under a curve shock; the other lets it move as part of the recalculation. The question…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The example compares an investment’s net present value for two discount rates. It initially discounts only the income received at the end, while subtracting both investments at their undiscounted amounts. That mixes cash flows from different dates and…

Fixed incomeStatistics
Quant Q&A

The discussion identifies sources for corporate credit default swap data, including a commercial pricing provider and a subscription service said to offer daily end-of-day prices and historical charts. It also gives a simplified pricing intuition: a CDS…

Fixed incomeDerivatives pricing
Quant Q&A

The document examines dealer profits from shorting when issued Treasury securities ahead of an auction and covering the position at the auction clearing yield. It asks why a stop through, where the auction yield is below the when issued yield, could mean a…

Fixed incomeFuturesExecutionMarket microstructure
Quant Q&A

The document asks whether a stock or bond can be valued by forecasting future cash flows and discounting them at the risk-free rate. Its answer explains risk-neutral valuation through replication: a derivative can be priced when its payoff can be reproduced…

Derivatives pricingStatisticsFixed incomeEquities
Quant Q&A

The discussion corrects a proposed callable-bond valuation method that estimates call probabilities by comparing simulated yields with the bond coupon and then averages prices across call dates. The response explains that the issuer’s call decision depends…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document concerns the correction term used when constructing synthetic deposits for the short end of an interest-rate curve. The question describes applying a quadratic expression involving parameters alpha and beta and a time interval, but reports that…

Fixed incomeStatistics
Quant Q&A

The document presents two approaches to supplying rate and dividend inputs when constructing an implied volatility curve for SPX options. One approach estimates interest rates from put-call parity, incorporating the present value of known dividends for…

OptionsEquitiesVolatilityDerivatives pricing
Quant Q&A

The document asks why an article says receiving OIS swap rates pushes swap rates lower, while paying them pushes rates higher. The response gives a basic supply-and-demand explanation: when market participants take positions that increase demand for one side…

Fixed incomeMarket microstructureExecution
Quant Q&A

The document considers why Moody’s Baa3 and S&P’s BBB− mark the lower edge of investment grade, and whether default risk changes sharply at that point. One reply directs readers to published default and rating-transition tables as evidence to examine.…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains how to interpret a Treasury Inflation-Protected Security relative to a nominal Treasury with matching cash flows. The inflation adjustment and principal floor give the TIPS holder exposure that can be viewed conceptually as CPI call…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The answer describes converting observed bond yields and maturities into a zero-coupon discount curve. Coupon bonds have cash flows at different times, so their yields to maturity do not directly provide clean discount rates for each maturity. The proposed…

Fixed incomeStatistics
Quant Q&A

The discussion explains that funded and unfunded derivative are context-dependent terms. In one use, a funded derivative includes the principal investment and repayment flows as part of the derivative contract. A structured investment that pays an upfront…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion considers how to build probability of default models when the available observations do not span a full economic cycle. It suggests separating the cycle into recovery, expansion, slowdown, and recession phases, then identifying which phases…

Fixed incomeStatisticsRisk management
Quant Q&A

The document raises a portfolio risk question: how to use principal component analysis when positions depend on more than one correlated time series, such as UK and euro yield curves or several commodities. PCA on a single curve can summarize its major…

StatisticsRisk managementPortfolio constructionFixed income
Quant Q&A

The document considers the deterministic rate equation in which the rate moves toward a long-run level at a speed set by a positive adjustment parameter. It asks whether the proposed exponential expression satisfies the differential equation and its initial…

Fixed incomeStatistics