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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document asks whether the beta coefficients in an exponential-spline discount-function model remain stable from day to day. The motivation is practical: if the coefficients move predictably with benchmark bond prices, a researcher might use the model’s…

Fixed incomeStatisticsUS markets
Quant Q&A

The document explains that an issuer-level credit rating does not necessarily determine the rating of every individual bond. Even bonds from the same obligor that share a seniority category can receive different issue ratings, because features in each bond’s…

Fixed incomeRisk management
Quant Q&A

The discussion concerns software choices for building fixed-income portfolio risk analytics when QuantLib and its Java interface are unavailable. The questioner reports problems with JQuantLib, including a bond-yield calculation error, and asks for pure Java…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The question asks how to derive the covariance between values of a mean reverting Vasicek process at two times. The answer first expresses the process as the solution to its stochastic differential equation: its initial level and long run mean terms are…

Fixed incomeStatisticsMean reversion
Quant Q&A

Treasury credit risk is the assessment of the creditworthiness of banks and other counterparties that a bank engages through its treasury function. The treasury office oversees liquidity and capital, and may lend surplus funds to other banks or raise funding…

Fixed incomeRisk management
Quant Q&A

The document outlines a filtered historical simulation approach to market risk for vanilla swap portfolios. Historical observations should be represented as changes in selected curve risk factors, such as discounting and forwarding zero rates at chosen…

Fixed incomeRisk managementBacktestingStatistics
Quant Q&A

The document explains how to calculate the time-zero delivery price of a bond forward in a discrete-time, risk-neutral fixed-income model. Its pricing relation takes the expected discounted value of the underlying bond at the forward date and divides it by…

Fixed incomeDerivatives pricing
Quant Q&A

Historical default rates are probabilities under the real-world measure, but they cannot be converted directly into risk-neutral probabilities using Girsanov’s theorem alone. A model for the underlying process and its dynamics under the real-world measure…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The exchange considers how to estimate a CDS spread between quoted maturities, such as a spread for an intermediate tenor between shorter and longer quotes. It asks whether hazard rates calibrated to quoted CDS contracts can support a direct spread…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The post asks how to convert a US Treasury bond yield into a price by discounting the remaining coupon and principal cash flows. The author reports a calculated value that differs from a quoted market price and tests alternative day-count and compounding…

Fixed incomeUS marketsDerivatives pricing
Quant Q&A

The document raises a fixed-income valuation question: whether CDS spreads quoted in different currencies can be subtracted to adjust a bond’s credit margin for a change in issuer country. The example compares five-year U.S. and Polish CDS quotes, then adds…

Fixed incomeDerivatives pricingForex
Quant Q&A

The document explains how the standard maturity for a five-year single-name credit default swap is determined under the post-2015 convention. Although a simple five-year anniversary calculation might suggest a September maturity for a trade made in early…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains why a zero curve built from continuous-rate data can fail when its dates are mapped to times using an Actual/Actual day-count convention. Curve interpolation requires distinct times, but the convention may assign the same year fraction…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how to derive a real interest rate from a money market rate and consumer price inflation, in the context of a study modeling the probability of stock market crises. The question arises because a cited paper describes its control…

StatisticsFixed incomeEquities
Quant Q&A

Rehypothecation occurs when a bank or broker reuses collateral pledged by a client to support its own borrowing or trading. The explanation describes how this practice can create a chain of claims: successive reuse makes the total collateral supporting the…

Risk managementMarket microstructureFixed income
Quant Q&A

The document explains why calling the amount or rate method on a QuantLib IborCoupon can fail with a “pricer not set” error, even when the relevant Euribor fixing has already been supplied. In the implementation described, coupon rate calculation delegates…

Fixed incomeDerivatives pricing
Quant Q&A

The document illustrates a convexity adjustment by comparing two ways to price cash flows when an interest rate can take one of two values. One calculation discounts the amount using the average of the rates, while the other averages the two prices obtained…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document asks whether Federal Reserve quantitative easing should increase U.S. home sales and prices, noting an apparent decline in housing prices after 2009. Its answer first corrects a key distinction: encouraging home purchases means more demand,…

Fixed incomeUS marketsMulti-asset
Quant Q&A

The discussion explains how to use daily observations of Switzerland’s 10-year government bond yield when calculating a portfolio Sharpe ratio. To represent the rate for a calendar year, average the yield observations from that year; the answer treats the…

Fixed incomeStatisticsRisk management
Quant Q&A

The document describes a QuantLib issue involving Actual/Actual ISMA day counts for bond periods. The questioner calculates year fractions from a valuation date to an intermediate coupon date and to maturity, then reports that moving the valuation date by…

Fixed incomeStatistics
Quant Q&A

The document asks how to construct historical break-even inflation curves in Brazil, where two inflation-linked government bond series reference different price indices: NTN-C is tied to IGP-M and NTN-B to IPCA. The response recalls that Deutsche Bank used…

Fixed incomeCommodities
Quant Q&A

The document explains how to fit a Svensson yield curve using prices or quoted yields for coupon-paying bonds, even though the model directly describes zero-coupon rates. The fitted zero rates imply discount factors at each cash-flow date. Applying those…

Fixed incomeStatistics
Quant Q&A

The document explains why buying a bond and shorting a futures contract can be viewed as a synthetic reverse repo. In a reverse repo, an asset is sold with an agreement to repurchase it later; the price difference represents financing interest, while the…

Fixed incomeFuturesCarryDerivatives pricing
Quant Q&A

The document derives the density ratio between two forward measures by applying the change-of-numéraire principle. A numéraire is a strictly positive price process used as the unit for valuing other assets; changing the numéraire changes the associated…

Fixed incomeDerivatives pricingStatistics