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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document clarifies a video’s description of a financial intermediary in a transaction involving the Federal Reserve. In the accepted response, the intermediary is a commercial bank acting between a Federal Home Loan Bank and the Fed. The Home Loan Bank…

Fixed incomeUS markets
Quant Q&A

The document examines whether Black’s lognormal model or Bachelier’s normal model is more suitable for pricing a European option embedded in a zero-coupon bond. It sets out a Black-style call valuation using the forward bond price, the discount factor to…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document distinguishes the FRTB standard approach’s sensitivities to risk-free interest rates and credit spreads. PV01 measures an instrument’s value change under a one-basis-point rate shock at a specified tenor while holding the credit spread fixed;…

Fixed incomeRisk managementDerivatives pricingStatistics
Quant Q&A

The discussion links quarter-end repo rate spikes to banks’ balance-sheet constraints. Quarter-end figures feed into profitability measures such as return on assets, and bank management may impose internal limits on balance-sheet usage at those dates. When…

Fixed incomeUS marketsRisk managementMarket microstructure
Quant Q&A

The document poses a research question about estimating an illiquid currency’s swaption volatility surface from hourly observations of more liquid currencies. It asks whether realized volatility measures computed from swap-rate histories can help explain…

Fixed incomeOptionsVolatilityStatistics
Quant Q&A

The document considers using recurrent neural networks and macroeconomic inputs to forecast bank non-maturity deposits over a multi-year horizon, including whether core deposits must be modeled separately. Its main caution is that financial time series are…

Fixed incomeMachine learningStatisticsBacktesting
Quant Q&A

The note explains why a cheapest-to-deliver discount curve for a collateralized USD swap with currency choice may need to account for cross-currency basis volatility. A common construction integrates the maximum forward basis across eligible collateral…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document examines a proposed rule that relates a bond’s sensitivity to yield-curve slope changes to the logarithm of its maturity, and asks whether a duration-based expression is reliable. The answer tests sensitivity under a simple linear continuously…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document outlines a method for building monthly A-or-better US corporate yield curves from bond-level index data. For each date, select bonds meeting the specified S&P or Moody’s rating threshold, convert clean prices to full prices by adding accrued…

Fixed incomeStatisticsUS markets
Quant Q&A

The document explains why a QuantLib Ibor forecast from a flat curve set to five percent does not return a five percent fixing. The curve uses continuous compounding by default, while the forecast fixing is a simply compounded rate over the index’s accrual…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question examines a monthly QuantLib schedule with an end-of-month flag, a Following business-day convention, and a holiday on March 31. The generated schedule places a date on March 30 rather than rolling it forward as the questioner expected. The…

Fixed incomeStatistics
Quant Q&A

The note considers the distribution of a zero-coupon bond’s price when that price depends exponentially on a normally distributed short rate, as in the Vasicek model. It uses the change-of-variables formula for a monotonic transformation: invert the bond…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document examines calibrating the Ho-Lee short-rate model under the risk-neutral measure to an initial zero-coupon bond curve. In the HJM setup, the short rate has a time-dependent drift derived from the initial instantaneous forward rate and a constant…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document describes a QuantLib date-advancement behavior involving the end-of-month flag and the Unadjusted business-day convention. In the example, advancing one month from May 31 with a Target calendar and end-of-month enabled produces June 28, rather…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how Treasury bond futures settlement relates to the economics of delivering a bond. The question contrasts closing a short futures position, where the contract multiplier translates a price move into mark-to-market profit or loss, with…

FuturesFixed incomeDerivatives pricingArbitrage
Quant Q&A

The document asks how to derive a forward rate for a future interval from quoted money-market rates across several maturities. It gives rates for three, six, nine, and twelve months, then sets up a compounding equation to infer the nominal rate applying from…

Fixed incomeStatistics
Quant Q&A

The document considers estimating mortgage portfolio default probabilities under a two-year stressed macroeconomic scenario, using quarterly observations of one-year realized default rates and macroeconomic time series over a decade. The questioner describes…

Fixed incomeRisk managementStatisticsBacktesting
Quant Q&A

This explanation distinguishes quote-driven from order-driven trading by who can provide liquidity and how trading interest is expressed. In the FX examples, a quote-driven pool typically restricts submissions to approved liquidity providers, who quote a…

ForexFixed incomeMarket microstructure
Quant Q&A

The document asks why forward interest rates, which are implied by current market prices, are often treated as forecasts of future spot rates. The answer explains that observed rates can reflect more than expectations: compensation for duration risk can…

Fixed incomeStatistics
Quant Q&A

The document considers how to measure the cost of mismatched cashflows when a bond backs a liability. The bond and liability are described as having equal present value and duration, yet their payment schedules differ. The proposed method tracks the net cash…

Fixed incomeRisk management
Quant Q&A

The document considers why the observed yield on three-month commercial paper might fall below the yield on a three-month Treasury bill, despite the usual expectation that corporate short-term borrowing carries greater credit risk. The answer offers a…

Fixed incomeStatisticsMarket microstructure
Quant Q&A

The document sets up caplet valuation under the forward measure when the forward rate follows a normal, Bachelier-style dynamic. It expresses the caplet price as a discounted expectation of the positive part of the forward rate less the strike, then attempts…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document considers whether practitioners use a standard model for the Effective Federal Funds Rate, particularly one that captures policy-driven jumps around Federal Open Market Committee meetings. It contrasts this daily overnight rate with term LIBOR,…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether two bonds with the same maturity and spot curve must have the same internal rate of return when their coupon rates differ. The accepted response says the spot curve alone is not enough to determine a definite comparison without…

Fixed incomeStatistics