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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 asks whether the carry of a short bond futures position can be estimated by subtracting the cheapest-to-deliver bond's conventional yield from the futures implied repo rate. The answer explains why the direct subtraction is not generally valid:…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document shows a QuantLib workflow for bootstrapping a yield curve from deposit rates, futures, and swap rates, then asks why some curve node dates do not match the apparent swap tenor dates. The example uses a U.S. calendar, modified-following…

Fixed incomeFuturesStatistics
Quant Q&A

The document considers how to estimate a Basel long-run average default rate when exposures enter and leave a portfolio during the year. It describes a simple estimator: at each year end, count the exposures still active, measure defaults among them over the…

Fixed incomeStatisticsRisk managementPortfolio construction
Quant Q&A

The document describes an attempt to calculate daily yields to maturity for a panel of euro-area government bonds using prices, coupons, and time to maturity. The proposed approach defines a bond valuation function and applies a root-finding routine to solve…

Fixed incomeStatisticsBacktesting
Quant Q&A

The example explains how to calculate floating coupons in an asset swap when payment periods do not match a simple half-year assumption. Each coupon uses the annual LIBOR fixing plus the quoted spread, multiplied by notional and the accrual fraction…

Fixed incomeDerivatives pricing
Quant Q&A

A swap annuity factor represents the present value of receiving one unit on each relevant payment date of the underlying swap. It is closely related to PV01, the value change for a basis-point move, and helps value an off-market swap by scaling the…

Fixed incomeDerivatives pricing
Quant Q&A

The question asks whether the mean-reversion parameter in a short-rate model such as Hull–White can be inferred directly from the current yield curve. The response points readers toward a paper on the topic and notes that Hull–White fits within the…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document explains why a bond's quoted spread to mid-swaps at issuance may not match a calculation using a government benchmark, a later yield curve observation, or the bond's coupon. In the example, the quoted reoffer spread is applied to the swap rate…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether physical state probabilities can be recovered from current asset prices, state-contingent payoffs, and risk-neutral probabilities. Its central point is that state prices encode discounted, risk-adjusted probabilities; they do not by…

StatisticsDerivatives pricingFixed income
Quant Q&A

The document gives a finite-difference estimate of a fixed-income instrument’s convexity using its current price and projected prices after equal upward and downward parallel yield shifts. The central second difference, formed by adding the two shifted…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The example asks how to calculate the net present value of a property project with an upfront purchase, renovation payments over several months, and a later sale. The answer’s method is to place each cash flow on a timeline, convert the annual financing rate…

Fixed incomeStatistics
Quant Q&A

The document explains how to connect a zero-coupon bond’s price to the stochastic process for the short rate. If the rate follows an Itô diffusion under the risk-neutral measure, applying Feynman–Kac gives a pricing PDE with a terminal condition equal to…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to express swap portfolio sensitivities in terms of bond and SOFR futures risks when the swap’s pricing model does not directly use those instruments. It frames the task as mapping risk between two instrument sets and explains that,…

Fixed incomeFuturesStatisticsRisk management
Quant Q&A

The document derives the instantaneous volatility of a zero-coupon bond price under a one-factor Hull–White short-rate model. It presents the bond price as a deterministic function of time multiplied by an exponential term in the current short rate. The…

Fixed incomeVolatilityDerivatives pricing
Quant Q&A

The document explains why annual rate labels can refer to different treatments of compounding. In the US usage it describes, nominal APR is generally a simple annualized rate, while effective APR or APY accounts for compounding; EAR is more commonly used…

Fixed incomeStatistics
Quant Q&A

The document compares a manually discounted fixed-rate bond price with the output from RQuantLib. Its example uses a five-year bond with annual coupons, a flat interest rate, and a settlement date one day after the evaluation date. The manual calculation…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains why a QuantLib Gaussian one-factor swaption engine rejects a Vasicek model: the engine expects a model derived from Gaussian1dModel, while Vasicek does not meet that interface. The accepted answer shows using a GSR model instead,…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document asks for current interest-rate modeling references that address the cessation of IBOR benchmarks, noting that established texts may predate the transition. The answer does not recommend a textbook; instead, it points to the generalized Forward…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document presents a framework for funding valuation adjustment when derivative value and received collateral differ. In a modified Black–Scholes setting, collateral can be rehypothecated and earns a collateral rate, while unsecured funding costs more.…

Derivatives pricingFixed incomeRisk managementStatistics
Quant Q&A

The document raises a question about how to express a zero-coupon bond’s price at a future time when only earlier information is available. It gives the affine Vasicek pricing form, in which the bond price at a given time depends on the short rate at that…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to interpret Eurodollar futures prices as implied forward rates and use them to build a sequence of zero-coupon rates and discount factors. Its central step is to convert each quoted futures price into a rate by subtracting the…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document raises a derivatives-pricing question about VXTY futures, whose contract specification references options on ten-year Treasury futures. The author distinguishes option selling, which involves receiving an option premium, from entering a futures…

FuturesOptionsFixed incomeDerivatives pricing
Quant Q&A

The document explains how to convert an annual effective interest rate into a rate for a shorter period, in the context of using an interbank rate as a proxy for the monthly risk-free rate. It gives compounding-based conversions for monthly and quarterly…

Fixed incomeStatisticsEquities
Quant Q&A

The document outlines a proposed backtest of a receiver swaption under a one-factor Hull–White or Gaussian Markov HJM framework. It describes forward rates in Musiela form, relates continuously compounded yields to average forward rates, and gives an…

Fixed incomeOptionsDerivatives pricingBacktesting