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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 discusses how to handle missing observations in short-term interbank rate data, motivated by a goal of predicting customer behavior. Its suggested first step is to seek a more complete, higher-quality source and use it to repair gaps where…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document describes ways traders may act on information before it is fully reflected in prices. A trader expecting an asset’s fair value to rise can buy while the market price remains below that estimate, then unwind as the market incorporates the…

ExecutionMarket microstructureEvent-drivenFixed income
Quant Q&A

The document explains how to solve the time-dependent Hull–White short-rate stochastic differential equation using an integrating factor. Applying Itô’s lemma to the short rate multiplied by the exponential of the integrated mean-reversion coefficient…

Fixed incomeStatistics
Quant Q&A

The document outlines a theoretical way one country could fund another country’s borrowing at a lower apparent rate. An intermediary country could borrow in its own currency at a low rate, lend to the borrower at a somewhat higher rate, and use a…

Fixed incomeForexRisk managementDerivatives pricing
Quant Q&A

The document questions whether vendor risk models with hundreds or thousands of correlated factors can estimate covariance reliably when they have only hundreds to about a thousand observations. Exponential weighting can reduce the effective sample further,…

Fixed incomeStatisticsRisk management
Quant Q&A

The discussion distinguishes the mechanical calculation of yield to maturity from the risks reflected in a risky bond’s market price. Yield to maturity is derived from price and promised cash flows; it does not explicitly insert a default probability into…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

This document asks why yield curve construction may interpolate the logarithm of discount factors and what robustness means in that context. It relays a documentation claim that linear interpolation of log discount factors keeps instantaneous forward rates…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document asks how modified duration translates a yield change into a bond price change when the quoted price is expressed as a percentage of face value. Its example uses a bond quoted at 103 with modified duration of 4.62 years and a one percentage point…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document answers a narrow question about whether CUSIP identifiers distinguish between uppercase and lowercase letters. It states that CUSIPs are not case sensitive and that letters in the identifier are written in uppercase. This is a practical point…

Fixed incomeEquities
Quant Q&A

The document addresses how to discount a corporate loan issued by a US entity when the borrowing is denominated in euros. Its central guidance is to select a curve consistent with the debt’s currency and associated interest-rate risk. For a euro-denominated…

Fixed incomeForex
Quant Q&A

The document describes fitting a one-factor Vasicek short-rate model to at-the-money cap volatilities across several maturities. It reports the input volatility term structure and the fitted mean-reversion speed, long-run rate, volatility, and starting rate,…

Fixed incomeVolatilityDerivatives pricingStatistics
Quant Q&A

The document explains how a firm can hedge counterparty credit risk embedded in a derivative portfolio and how CVA relates to the hedge. In a simplified example with zero recovery, a nonnegative derivative value is paired with a credit default swap on the…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document addresses a QuantLib change affecting construction of cross-currency basis swap curves for collateral posted in a currency different from the asset currency. It identifies ConstNotionalCrossCurrencyBasisSwapRateHelper as the apparent replacement…

Fixed incomeDerivatives pricingMulti-asset
Quant Q&A

The document discusses the rate sensitivity of a receive-fixed interest rate swap, using a two-year swap as context. One response characterizes the position as long delta: receiving fixed benefits when rates fall. It also argues that the position has…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document derives the sensitivity of a forward rate agreement’s payoff to its reference rate. Starting from a payoff expressed in terms of notional, accrual period, contractual rate, and observed forward rate, it differentiates with respect to the forward…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document explains why a riskless money-market account is often written differently in discrete-time and continuous-time models. With a nominal annual rate compounded over n periods, one unit invested for t years grows according to the discrete…

Fixed incomeStatistics
Quant Q&A

The document explains the labels in a German government bond description. DBR refers to the Federal Republic of Germany, while “4” identifies a 4% coupon. The January 4, 2037 date is the bond’s maturity, as the questioner already understood. The answer…

Fixed income
Quant Q&A

The document explains how to combine multiple percentage discounts applied one after another. Each discount reduces the price remaining after the previous discount, so the rates are not added directly. The example uses discounts of 50%, 20%, and 20%; the…

Fixed incomeStatistics
Quant Q&A

The document considers how to distinguish a bond’s underlying value from liquidity and funding components, especially when corporate bond and credit default swap spreads diverge. It frames the problem as relevant to stress risk modeling and asks how…

Fixed incomeStatistics
Quant Q&A

The document asks how to value a fixed-for-floating swap between coupon dates when available market rates are quoted at standard tenors. The responses distinguish simple interpolation from curve construction. One recommends bootstrapping a forecast curve…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The post compares the risk exposures of floating-floating and fixed-fixed cross-currency swaps with an FX swap. It distinguishes exposure to spot foreign exchange, each currency’s interest-rate curves, and the cross-currency basis. The answer illustrates the…

ForexFixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks what physical settlement means for single-currency fixed-floating interest rate swaps, using Brazilian real swaps as an example. The answers distinguish delivery of currency from cash settlement, where payment amounts are converted or…

Fixed incomeDerivatives pricingForex
Quant Q&A

The document asks whether an FX forward and a float-to-float cross-currency swap can be treated as equivalent for hedge-effectiveness checks immediately after repricing. It contrasts a forward’s value, based on the difference between current and contracted…

ForexFixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains bond carry as the return expected when time passes and market conditions otherwise stay unchanged. For a bond, pure carry can be estimated from coupon income less repo financing costs, expressed relative to DV01, or approximated through…

Fixed incomeFuturesCarryRisk management