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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
WonderTrader
14 documents
Alphalens
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 considers how a swap’s final accrual period should be handled when its stated maturity falls on a Sunday and its schedule uses a modified following convention with U.S. holidays. It contrasts keeping the accrual end on the contractual maturity…

Fixed incomeStatistics
Quant Q&A

The document outlines possible models for quanto credit default swaps, whose contingent payments use a different currency from the pricing leg. It says there is no single market standard and describes the main modeling components: a dynamic credit or…

Fixed incomeForexDerivatives pricingVolatility
Quant Q&A

The answer explains how to value a dual-currency bond whose payments are converted into the investor's accounting currency. A cross-currency swap can be viewed as a portfolio of FX forwards in a credit-risk-free setting, but a bond issuer may default before…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

This response collects resources and outlines ways investors can think about climate-related financial risk across equities, fixed income, derivatives, and portfolios. It distinguishes physical risk from climate impacts, transition risk from policy and…

Multi-assetRisk managementPortfolio constructionEquities
Quant Q&A

This QuantLib example explains why maturities reported from a bootstrapped swap curve can differ from the tenor labels supplied as inputs. The curve's time coordinate is calculated using its reference date and day-count convention, so a quoted fifteen-year…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks for approximate parameter choices for a Hull–White model used to simulate forward rates on the US swap curve. It specifies an exponentially decaying HJM volatility shape, where alpha sets the scale and gamma controls how quickly volatility…

Fixed incomeVolatilityUS marketsDerivatives pricing
Quant Q&A

The document explains how faster access to prices or faster order transmission can create a temporary advantage across markets. A trader who learns that an asset has changed price in one venue may try to trade in another venue before its prices adjust. The…

High-frequency tradingMarket microstructureExecutionEquities
Quant Q&A

The document introduces cross-border risks relevant to Brazilian derivatives, distinguishing transferability from convertibility. Transferability risk is the possibility that local rules prevent repatriating assets held onshore, regardless of the currency in…

FuturesForexFixed incomeDerivatives pricing
Quant Q&A

The note clarifies the scale of risk-free rate values in the Kenneth French Data Library. Values such as 0.43 and 0.38 are expressed as percentages, rather than as decimal rates. To use them in calculations that expect decimal form, divide each value by 100;…

StatisticsFixed income
Quant Q&A

The document explains that swap DV01 depends on which market curve or input rates are shocked. In older single-curve practice, the floating forecast curve was commonly used because the fixed-leg par curve was treated as a quoting construct. With…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document asks why interest-rate derivative exposure profiles simulated under risk-neutral and real-world probabilities can have the same value at the valuation date even though their future paths differ. Its brief answer attributes the equality to…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The question asks how to separate the approximate return of a coupon-bearing bond into yield income, roll-down, duration-driven price change, and pull-to-par effects. The response gives a compact decomposition: return is associated with yield minus repo over…

Fixed incomeCarryRisk managementPortfolio construction
Quant Q&A

The note gives the Python equivalent of a QuantLib Addin operation that retrieves a discount factor from a yield term structure. The relevant operation is to call the curve’s discount method with the effective date. That factor can then be used to discount a…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains a practical way to price several fixed-rate bonds described in a pandas table. A row-wise function converts each bond’s dates and coupon into a QuantLib bond object. The bonds are assigned a shared discounting engine built from a flat…

Fixed incomePortfolio constructionDerivatives pricing
Quant Q&A

The document surveys possible approaches to valuing a loan prepayment option. One response frames prepayment as an option on a bond and recommends calibrating an interest rate model, with tree and simulation methods raised as candidate valuation techniques.…

Fixed incomeOptionsDerivatives pricingMachine learning
Quant Q&A

The document examines a cash-flow explanation for the convexity adjustment between an interest-rate futures contract and a forward rate. Daily variation margin can create an investment or financing effect: a short futures position receives funds when rates…

Fixed incomeFuturesDerivatives pricingStatistics
Quant Q&A

The document asks how to estimate Vasicek model parameters from market cap prices rather than from a historical sample of interest rates. It describes pricing a cap by summing its caplet prices, with each caplet represented using a zero-coupon bond option,…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The document describes a way to estimate an option market’s implied financing rate when call and put quotes are available across strikes for a fixed expiry. Using bid and ask combinations in put-call parity, it calculates a range of implied forward values at…

OptionsEquitiesDerivatives pricingFixed income
Quant Q&A

The document surveys named stochastic short-rate models, grouping them into one-factor and multifactor families. The one-factor list spans models with constant or time-varying drift and volatility, mean-reverting Gaussian dynamics, square-root volatility,…

Fixed incomeStatistics
Quant Q&A

The document considers how to estimate risk-neutral currency depreciation conditional on a sovereign default within a fixed horizon. Proposed approaches include quanto CDS spreads and market-implied quanto factors, broker indications, historical default…

ForexFixed incomeDerivatives pricingStatistics
Quant Q&A

The document clarifies the meaning of a RED Code, or Markit Reference Entity Database Code, in the context of credit default swaps. The question asks whether the code uniquely identifies a traded derivative and whether it can be used to obtain that…

Derivatives pricingFixed income
Quant Q&A

The document describes an attempt to reproduce Bloomberg’s RUB versus MosPrime three-month zero curve through a two-year tenor. It outlines a standard bootstrap: derive an initial discount factor from a cash rate, use forward rate agreements to solve for…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

Yield to Convention is a Bloomberg field for a bond’s quoted yield under the convention used for that security or market. The label is a catch-all rather than a single universal calculation, so its meaning depends on the relevant market practice. For a bond…

Fixed incomeStatistics
Quant Q&A

The document compares two ways to estimate the funding valuation adjustment (FVA) for an uncollateralized swap. One approach compares present values under risk-free and bank funding discount rates. The other simulates the swap’s future positive and negative…

Fixed incomeDerivatives pricingRisk management