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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 explains credit exposure in a collateralized repo from the perspective of a bank that borrows cash from a hedge fund and posts bonds. The lender’s exposure is the cash advanced minus the market value of the collateral. If the posted bonds rise…

Fixed incomeRisk managementMarket microstructure
Quant Q&A

The document gives a simplified account of how yield curve control may affect borrowing costs. A central bank can buy government bonds to hold their prices up and their yields down. Because government yields help anchor the rates used to price private…

Fixed incomeStatisticsRisk management
Quant Q&A

The document questions a research paper’s assumption that adverse selection tied to cheapest-to-deliver mortgage-backed securities affects the seller of a dollar roll more than the buyer. The paper’s stated rationale is that the buyer chooses the delivered…

Fixed incomeMarket microstructureRisk management
Quant Q&A

The discussion asks whether Bloomberg’s standard data functions can retrieve trading volume for individual corporate bonds. It points to TRACE, the reporting system for many bond transactions, and describes Bloomberg’s trade-history view as a way to inspect…

Fixed incomeMarket microstructureExecution
Quant Q&A

The document asks how a weaker dollar could keep borrowing costs low, given that U.S. firms generally borrow in dollars. The included answer links depreciation to higher dollar revenues for exporters earning foreign currency, then argues that stronger…

ForexFixed incomeUS marketsStatistics
Quant Q&A

The document addresses the difficulty of locating transaction-level interbank lending data, where records identify the lending and borrowing banks, amounts, and rates. The questioner had found interest-rate series but wanted disaggregated lending…

Fixed incomeMarket microstructureStatistics
Quant Q&A

The document asks how to value the bond-return leg of a total return swap and how that valuation differs from a bond forward. It focuses on coupon treatment: the TRS receiver gets the bond’s return, including coupons, while the forward buyer does not receive…

Fixed incomeDerivatives pricing
Quant Q&A

The document offers a qualitative explanation for why the Australian dollar three-month cross-currency basis may be positive while euro and yen basis measures are often negative. It connects the sign of the basis to banks’ currency-denominated assets and…

Fixed incomeForexCarry
Quant Q&A

The document asks how to derive the product of two forward rates with different reset times when each follows a lognormal diffusion. The rates are driven by correlated Brownian motions, and the displayed expression includes both stochastic terms and variance…

Fixed incomeStatistics
Quant Q&A

The document works through a two-period binomial example in which a company’s value can rise or fall, shareholders own a stated fraction, and debt holders own the remainder. It first derives the risk-neutral probability of an up move from the up and down…

EquitiesFixed incomeDerivatives pricingStatistics
Quant Q&A

The document compares two ways to discount semiannual bond coupons: applying an annual rate over fractional-year periods, or converting the quoted annual rate to a semiannual rate and compounding for the number of half-year periods. These produce different…

Fixed incomeDerivatives pricing
Quant Q&A

The document describes an attempt to infer credit default swap spreads from end-of-day prices using QuantLib. The workflow builds currency-specific interest rate curves from swap data, derives a flat hazard rate from each quoted price and tenor, creates a…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document surveys sources for identifying derivatives by ISIN and explains why coverage is uneven. In the European Union, ESMA's FIRDS database provides a large, downloadable collection of instruments reported under applicable rules, including…

Derivatives pricingOptionsFuturesFixed income
Quant Q&A

The document interprets fields in New York Fed spreadsheets describing Treasury and agency security purchase auctions. In the multiple-price auction, primary dealers submit offers at different prices and the Fed selects orders, so accepted par amounts can be…

Fixed incomeUS marketsMarket microstructure
Quant Q&A

The document asks whether a standard parametric model exists for mortgage-backed securities coupon stacks, analogous to familiar term-structure curve models. The response reports no established model of that kind for the TBA coupon stack, and describes a…

Fixed incomeStatistics
Quant Q&A

The document describes how a US-based investor could hedge the currency exposure of a euro-denominated bond while also holding a dollar bond. Its example matches the foreign bond’s coupon dates and principal repayment with euro payments surrendered under a…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The document poses a valuation question for a cash flow paid at a future date and resetting earlier. The expression combines a floating rate and a discount bond price in one currency with a discount bond price denominated in another, under a forward measure…

Fixed incomeForexDerivatives pricingStatistics
Quant Q&A

The document explains why standard mathematical finance models generally treat stock prices as nominal amounts. Derivative contracts such as fixed-strike options are specified in nominal currency, so modeling a stock in inflation-adjusted terms would require…

Derivatives pricingOptionsFixed incomeStatistics
Quant Q&A

The document considers how to estimate a bond’s price sensitivity to changes in credit risk and whether duration and convexity are sufficient. It suggests using a credit default swap, when one is available on the bond, as a market indicator of credit risk…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document addresses how to describe coupon and amortization income relative to the amount originally paid for a bond, while distinguishing that measure from the bond’s current market value. It proposes realized holding period return for cash flows…

Fixed incomeStatistics
Quant Q&A

The document compares two annualized yield measures for a short maturity zero-coupon security. Bond equivalent yield scales the return relative to the purchase price by the fraction of a year represented by the days to maturity, reflecting simple interest.…

Fixed incomeStatistics
Quant Q&A

The document asks how to infer negative-moneyness implied volatilities for interest-rate swaptions when broker data provide at-the-money volatility and payer and receiver spreads only at positive offsets from the at-the-money forward. It considers lognormal,…

OptionsFixed incomeVolatilityDerivatives pricing
Quant Q&A

The document considers how to estimate a commercial bank’s core deposits from ten years of monthly account balances. Its starting proposal is to take each account’s minimum balance in each month and sum those minima across accounts. The response says this…

Fixed incomeStatisticsMachine learning
Quant Q&A

The document explains a limit used in a Vasicek portfolio loss distribution: a binomial cumulative probability with a threshold proportional to the number of exposures converges to an indicator at the binomial success probability. The sum is recognized as…

StatisticsRisk managementPortfolio constructionFixed income