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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 outlines ways to set long-term capital market assumptions for fixed-income assets, including government bonds and high-yield credit. One approach builds expected returns from a cash-return estimate plus relevant premia, such as government bond…

Fixed incomeCommoditiesPortfolio constructionStatistics
Quant Q&A

The document explains that continuous compounding is often a modeling choice rather than an assumption that interest is literally reinvested at every instant. Continuous-time asset-pricing theories describe evolving prices and discounting with continuous…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document presents a QuantLib setup for calibrating a one-factor Hull–White short-rate model to a EUR overnight-indexed discount curve and a normal-volatility surface for three-month Euribor swaptions. It describes fitting the model’s mean-reversion and…

Fixed incomeDerivatives pricingVolatilityBacktesting
Quant Q&A

The exchange considers whether to regress changes in yield curve points as percentage changes or as absolute changes. The answers describe fixed-income practice: rates and their volatility are commonly expressed in yield terms, especially basis points. This…

Fixed incomeStatistics
Quant Q&A

The exchange explains how to calculate a US Treasury bill’s money market yield directly from its purchase price and face value. It gives the formula as the price gain divided by the purchase price, annualized on a 360-day basis for the holding period. This…

Fixed incomeUS markets
Quant Q&A

The document examines how annual discrete and continuous interest rates relate when they produce the same accumulation, then extends the comparison to a period of length t. By expanding the exponential function as a Taylor series and equating the resulting…

Fixed incomeStatistics
Quant Q&A

The document clarifies the distinction among a Libor fixing date, the start of the accrual period, and its end. In many markets, the rate is fixed shortly before the accrual period begins; it is a forward rate for the period from start to end. This means the…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document outlines a state-space formulation for an arbitrage-free affine extension of the Nelson–Siegel term-structure model. Yield observations are represented as a maturity-dependent adjustment plus a linear combination of three latent factors and…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document asks how to forecast Treasury yield curves and compare bond structures under simulated future rates. Its response introduces a basic no-arbitrage intuition: a longer-maturity yield can be compared with the return from investing for a shorter…

Fixed incomeUS marketsStatistics
Quant Q&A

The document examines how to value deposits and withdrawals made at different times when an account earns simple interest. It contrasts accumulating each cash flow over its own holding period with discounting later cash flows to time zero and then applying…

Fixed incomeStatistics
Quant Q&A

The document compares constant-maturity Treasury series with yields on actual, currently issued on-the-run bonds. A constant-maturity series can be constructed from a zero-coupon discount curve, allowing analysis across a longer history than the available…

Fixed incomeUS marketsStatistics
Quant Q&A

The document is a beginner’s question about steps in a stochastic derivation of a zero-coupon bond formula. It asks why the drift term μ(t) is identified with the expectation of the short rate r(t), how one displayed identity follows, and how a later…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The discussion explains how the risk-free rate used in a discounted cash flow valuation can reflect the timing of projected payments. It suggests matching near-term cash flows with short-maturity Treasury rates and later cash flows with rates closer to their…

Fixed incomeEquitiesStatistics
Quant Q&A

The document shows how to turn a monthly Treasury bill rate series into a hypothetical value path for an initial investment. It describes carrying the prior month’s value forward and multiplying it by one plus the current rate expressed as a decimal, then…

Fixed incomeBacktesting
Quant Q&A

The document compares two interpretations of an Act/365 day-count convention for accrual periods spanning a leap day. Both methods count the actual calendar days between the dates; they differ in the denominator. Under Act/365F, the denominator remains 365.…

Fixed incomeStatistics
Quant Q&A

The question compares expected 30/360 accrued interest on a bond with Bloomberg’s displayed accrual, which appears to count more days than the author expects when including a Friday. It asks whether the difference reflects interest accruing over the weekend.…

Fixed incomeStatisticsUS markets
Quant Q&A

The question concerns calibrating a swaption model when Bloomberg provides normal volatilities at several strikes around the at-the-money forward swap rate. A least-squares calibration requires market prices as targets, but the author does not know which…

OptionsDerivatives pricingVolatilityFixed income
Quant Q&A

The document discusses how to find an asset’s internal rate of return by solving for the zero of its net present value function. The questioner uses Newton–Raphson first, then switches to interval bisection when Newton–Raphson fails, since difficult function…

StatisticsFixed income
Quant Q&A

The document examines an apparent contradiction in a derivation of forward-rate dynamics. Starting from bond price dynamics under the risk-neutral measure, the question applies a change to the T-forward measure and then differentiates the logarithm of the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether historical short-term Treasury bill yields can stand in for savings account interest rates on the grounds that both are often treated as risk-free returns. The answer says they should not be assumed equivalent. It points to…

Fixed incomeUS markets
Quant Q&A

The document names the bond trade that sells a newly issued, liquid on-the-run bond and buys an older off-the-run issue. The stated rationale is that the newest issue can command a liquidity premium, making it relatively expensive even when its other…

Fixed incomeArbitrageRisk management
Quant Q&A

The document resolves an apparent conflict between foreign exchange rate dynamics and the martingale condition under a domestic money-market numeraire. An exchange rate quoted as units of domestic currency per unit of foreign currency has drift equal to the…

ForexFixed incomeStatisticsDerivatives pricing
Quant Q&A

The document derives the dynamics of a LIBOR forward rate under the measure associated with a zero-coupon bond maturing at the forward rate’s end date. Starting from bond price dynamics under the risk-neutral measure, it applies Itô’s lemma to the ratio of…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks what an estimated equilibrium return on 90-day Treasury bills means when it appears as the risk-free rate in a reference portfolio review. The accepted answer interprets the figure as a long-run estimate of the policy-rate environment,…

Fixed incomeMulti-assetPortfolio construction