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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
Quantpedia
86 documents
TqSdk
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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document discusses how to extract implied normal yield volatility from American options on bond futures and whether that measure adds information beyond European-option or swaption volatility. It emphasizes that the answer depends on how the underlying…

Fixed incomeFuturesOptionsVolatility
Quant Q&A

The document compares an attempted Black 76 caplet valuation with a Bachelier, or normal-model, implementation for an interest rate caplet. The central modeling distinction in the replies is that Black volatility is quoted as a relative, lognormal change,…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks how quantitative easing changed the reserve environment, whether banks still need to borrow overnight federal funds, and why they would hold reserves rather than other assets. The response presents QE as adding digital money to the…

Fixed incomeUS marketsMarket microstructure
Quant Q&A

The document clarifies that, in fixed-income pricing, a spot rate is observed today and applies to a specified future maturity. A yield curve therefore contains spot rates for multiple maturities; the term “spot” does not restrict the rate to an investment…

Fixed incomeStatistics
Quant Q&A

The document explains a QuantLib FX swap curve setup using forward-point quotes, a spot exchange rate, and a collateral discount curve. It describes a mismatch between input forward points and values reconstructed from the resulting curve when the curve and…

ForexFixed incomeDerivatives pricing
Quant Q&A

The document explains why a bond's DV01 or related interest-rate sensitivity may differ from what a trader calls its delta. These labels are often used loosely, so the first step is to establish the desk's definitions and methodology. Sensitivity can be…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document addresses a sign mismatch in a calculation of the cross-currency dollar basis. The questioner derives an implied dollar interest rate from spot and three-month forward exchange rates, then compares the implied rate with three-month USD LIBOR.…

ForexFixed incomeCarry
Quant Q&A

The document discusses how many exponential basis functions to use when fitting a discount curve with an exponential spline. QuantLib's implementation uses a fixed default, while the answer attributes that choice to a historical US Treasury application. The…

Fixed incomeStatisticsRisk management
Quant Q&A

The discussion addresses fitting a single SABR model to swaption, constant maturity swap, and CMS cap markets while managing smile risk. It explains that SABR’s limited number of parameters may not reproduce market prices across a broad strike range,…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document considers whether an inverted term structure or negative zero-coupon rates necessarily imply arbitrage, and whether arbitrage can exist in an incomplete market. The answers distinguish curve shape from arbitrage: one response says a negative…

ArbitrageFixed incomeStatistics
Quant Q&A

A borrower’s par call right can reduce the value of a floating-rate loan’s floor: when rates fall and the floor becomes valuable, refinancing may cause the loan and its floor to disappear. The response recommends valuing the callable instrument on a grid,…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

This explanation distinguishes the timing option from the switch option in bond futures and clarifies that the end-of-month option is another form of switch option. The timing option concerns when to deliver; the switch option concerns which eligible bond to…

FuturesFixed incomeOptionsCarry
Quant Q&A

The discussion considers whether Macaulay duration for a portfolio of conventional bonds should use clean prices or dirty prices. The answer favors clean prices on theoretical grounds: accrued interest corresponds to a past accrual period, while interest…

Fixed incomeRisk managementStatistics
Quant Q&A

The discussion explains how to assess an unusual shape in a discount factor curve. For a consistent curve built from correct inputs, discount factors ordinarily decrease with maturity; a local upward bump may indicate a calculation or date-format issue, an…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This document asks how risk-neutral zero-coupon bond pricing relates to replication. It presents the discounted expected payoff formula for a bond that pays one unit at maturity and compares it with the replication argument used to motivate pricing…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document considers an equation linking probability of default (PD), loss given default (LGD), default rate (DR), and a correlation parameter. It asks how to isolate PD, then presents an answer that rearranges the relationship into a scalar equation whose…

Fixed incomeStatisticsRisk management
Quant Q&A

The document collects pointers on computational approaches to Credit Valuation Adjustment (CVA), including a brief simulation workflow for counterparty exposure. Under an independence assumption between counterparty credit and the market factors driving…

Fixed incomeRisk managementStatisticsBacktesting
Quant Q&A

The document describes exchange-traded notes as unsecured debt issued by a financial institution. Buying an ETN amounts to lending money to its issuer in return for index-linked exposure, generally reduced by fees. Investors therefore bear issuer credit…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how quantitative easing can influence bond yields even when a central bank does not directly set long-term government bond rates. By purchasing bonds, the central bank adds demand and reduces the quantity available to other investors.…

Fixed incomeRisk management
Quant Q&A

The document outlines how a repo desk might manage rate exposure and funding across longer-term and overnight transactions. For repos lasting from a week to several months, it names offsetting repos and interest-rate instruments, including fed funds futures…

Fixed incomeRisk managementFuturesExecution
Quant Q&A

The document sets out the notation for a defaultable coupon bond and compares its forward price with the standard result for a non-defaultable coupon bond. In the standard case, the forward price is the bond value less coupons paid before settlement, divided…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document investigates why discount factors built from a six-month deposit and a forward rate agreement differ from a vendor curve. The proposed explanation is that the vendor's discount factors may begin at today's date, while the user's calculations…

Fixed incomeStatistics
Quant Q&A

The document compares forward rate agreements (FRAs) with interest rate futures, explaining how settlement, trading venue, contract dates, and quotation conventions affect their pricing. Futures are exchange traded and settled through daily mark-to-market…

Fixed incomeFuturesDerivatives pricingRisk management
Quant Q&A

The document shows how to use QuantLib to calculate a fixed-rate bond’s yield from its clean price, then calculate the clean price from that yield. The example specifies maturity, issue date, coupon, payment frequency, day-count convention, face value, and…

Fixed incomeDerivatives pricing