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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document discusses a QuantLib bootstrapping error caused by combining Japanese yen overnight indexed swap market data from two trade dates in one curve. Instruments from different dates can share maturity pillars, triggering a duplicate-pillar error, but…

Fixed incomeStatistics
Quant Q&A

The document explains the credit triangle linking a credit spread, loss given default, default intensity, and survival probability. Under constant intensity and recovery assumptions, the spread divided by loss given default gives the default intensity, and…

Fixed incomeStatisticsRisk management
Quant Q&A

The document explains how two expressions for the conditional short-rate distribution in the Hull–White model are related. Starting from the model’s stochastic differential equation, it gives the conditional mean and variance when the drift parameter is…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers how to estimate a portfolio’s sensitivity to movements in one yield curve when positions also depend on correlated prices and rates. It suggests starting with assumed volatilities and correlations: shock the target factor, infer…

Multi-assetForexFixed incomeStatistics
Quant Q&A

The document asks how to interpret one-, two-, and three-month US Treasury Constant Maturity (CMT) par yields when converting them into discount factors. It contrasts treating each quote as a discount bond with treating it as a hypothetical coupon security,…

Fixed incomeUS marketsDerivatives pricing
Quant Q&A

The document asks whether the Brownian motions in the SABR stochastic differential equations are specified under the physical measure or a risk-neutral measure. Its answer explains that a forward rate is modeled as a martingale under the measure associated…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document explains how to value a floating-rate bond when both interest rates and future coupon amounts are uncertain. For a coupon period, it defines the rate using the price of a zero-coupon bond at the rate-setting date, then changes to a forward…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to choose among QuantLib’s deposit, FRA, and swap rate helpers when constructing an interest-rate term structure. The key rule is to match a helper to the instrument represented by the market quote, rather than selecting it solely…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks which EURIBOR rates to use when projecting future interest income on a bank’s loans: zero coupon rates or forward rates. The response recommends zero rates for this purpose, reasoning that they relate to investment over a period ending at…

Fixed incomeDerivatives pricing
Quant Q&A

The document considers whether a dealer can charge a client a fee when the parties add cash collateralization to an existing, uncleared derivatives relationship. Its setup assumes a master agreement and a single-currency collateral agreement with zero…

Derivatives pricingRisk managementFixed income
Quant Q&A

The document surveys simulation methods for the Cox–Ingersoll–Ross short-rate process, whose square-root diffusion can produce negative values under a naive Euler–Maruyama step. Negative simulated rates break subsequent square-root updates, so preserving…

Fixed incomeStatistics
Quant Q&A

The document compares quick yield-to-maturity estimates with cash-flow discounting across the zero-coupon curve when pricing corporate bonds. For a bond with large interim coupons or amortizations, a single maturity-based risk-free rate can misrepresent the…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document derives the pricing equation for a zero-coupon bond when the short rate follows a Vasicek-style jump diffusion. The rate combines mean reversion, square-root diffusion volatility, and independent Poisson jumps with exponentially distributed…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to view a fixed-rate bond that the issuer may redeem on specified dates as a bond plus an issuer-held Bermudan call feature. Unlike a holder-exercised option, the issuer’s exercise decision works against the bondholder, so the…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

A credit index can be compared with a portfolio of single-name credit default swaps that references the same constituents on matching terms. If the index and the component portfolio diverge sufficiently in value, the difference, called skew here, may create…

Fixed incomeArbitrageDerivatives pricingMarket microstructure
Quant Q&A

Short-term interest rate futures imply an average reference rate over each contract period. To estimate the rate expected after a central bank meeting, carry the known pre-meeting rate across the days before the meeting, then solve a day-weighted average…

FuturesFixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to create a zero yield curve in QuantLib-Python when zero rates are already available, rather than first bootstrapping them from market quotes and rate helpers. The accepted answer describes supplying maturity dates, corresponding…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document describes a question about US commercial banks’ over-the-counter interest rate derivatives. In the data examined by the author, non-dealer banks have a substantial share of written options relative to their total interest rate derivative…

OptionsFixed incomeUS marketsRisk management
Quant Q&A

The document investigates why a QuantLib bootstrap for Singapore’s SORA overnight curve matches quoted rates at short maturities but diverges from the input quotes at longer maturities. The proposed diagnosis is a mismatch in floating payment frequency: the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question outlines a Monte Carlo approach to option-adjusted spread (OAS) for a mortgage-backed security: simulate interest rates, derive mortgage rates along each path, project cash flows, discount them, average the resulting values, and find the spread…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The discussion compares ways to define bond carry, especially the proposed measure of yield minus repo financing. One answer distinguishes cash income after financing—coupon less repo—from a broader return measure that can include pull to par and yield curve…

Fixed incomeCarryRisk management
Quant Q&A

The document explains why a curve is not defined by the fixed or floating legs of a swap. A curve instead supplies discount factors or forecast rates, and those functions must be distinguished when valuing a cross-currency swap. For a fixed-fixed USD-INR…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The document explains the two components of a bond’s carry and roll-down over a holding period. Carry is the net income earned, such as coupon income after financing costs, and can be related to the difference between forward and spot yield. Roll-down is the…

Fixed incomeCarryRisk management
Quant Q&A

The document distinguishes market value at risk from credit value at risk. Market VaR estimates a portfolio loss threshold over a chosen horizon and confidence level using market risk factors such as rates, foreign exchange, spreads, and equity prices.…

Risk managementStatisticsFixed income