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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 describes a way to create synthetic forward rate agreement exposure using Eurodollar futures. Its example combines a long position in a contract expiring in 120 days with a short position in one expiring in 30 days to represent exposure to a…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document considers how to hedge a borrowing cost that floats with the federal funds rate plus a lender margin, when swaps are unavailable. It discusses short positions in two-year Treasury futures and federal funds futures, and suggests Eurodollar…

FuturesFixed incomeRisk management
Quant Q&A

The document addresses how FX traders estimate forward prices for maturities that are not directly quoted. It reports that linear interpolation of forward points is common practice. The rationale is that forward points are a difference from spot and can be…

ForexFixed incomeDerivatives pricingExecution
Quant Q&A

The document discusses how to judge whether parameters in a displaced Cox–Ingersoll–Ross model are sensible when calibrating interest-rate data. It emphasizes that CIR parameters depend on the asset and underlying, so values should not be transferred…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document describes an attempt to reproduce EUR/USD cross-currency basis discount factors from market inputs. The author first builds EUR and USD overnight-indexed swap curves, then uses FX forward invariance to infer EUR discount factors under a USD…

ForexFixed incomeDerivatives pricingStatistics
Quant Q&A

The document distinguishes fitting a yield curve to observed bond prices or yields from specifying a term structure model such as Hull–White or the Libor Market Model. It argues that flexible models can be constructed to fit a given curve, while practical…

Fixed incomeUS marketsStatistics
Quant Q&A

The document explains how to solve for a bond’s yield to maturity in Excel instead of repeatedly changing the discount rate by hand. It recommends the RATE function, using the number of coupon periods, coupon payment, and bond price and face value as inputs.…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion asks whether expected credit loss calculations need probability of default (PD) and loss given default (LGD) estimates that vary with time in a staging category. It describes a common IFRS 9 approach: estimate through-the-cycle (TTC)…

StatisticsRisk managementFixed income
Quant Q&A

The document explains how the Ho-Lee model’s time-varying drift parameter is calibrated so a short-rate tree matches observed market bond prices or spot rates. In the discrete tree, each step combines the prior rate, a deterministic drift adjustment, and a…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The note addresses how to estimate Treasury futures prices under interest-rate shocks when the cheapest-to-deliver bond might change. It explains that the futures price need not be known first to identify the cheapest-to-deliver security. A simplified…

Fixed incomeFuturesDerivatives pricingRisk management
Quant Q&A

The question concerns preparing inputs for Hagan and West’s monotone convex interpolation when constructing a six-month EURIBOR forward curve with an ESTR discount curve. Short-end FRA quotes directly provide discrete forward rates, but longer-maturity par…

Fixed incomeStatistics
Quant Q&A

The note outlines risks that can destabilize a leveraged Treasury cash-futures basis trade. It identifies three possible pressures: repo funding costs can surge, futures prices can move through cash prices during a rush for safe assets, and higher volatility…

Fixed incomeFuturesArbitrageRisk management
Quant Q&A

The document discusses adjusting short-term interest rate (STIR) futures rates when calibrating a curve that also uses interest rate swaps. It outlines theoretical approaches based on short-rate models or volatility and covariance estimates, as well as…

FuturesFixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how an OIS fixed rate is determined by constructing curves that value the compounded overnight floating leg. Depending on currency and tenor, market inputs may combine outright OIS swaps at shorter maturities with IBOR swaps and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document suggests finance applications for natural language processing projects, emphasizing tasks beyond generic news or social-media sentiment analysis. Proposed research directions include extracting risk-factor exposures from company reports,…

Machine learningSentimentFactor investingFixed income
Quant Q&A

The document addresses how to learn to build project finance spreadsheets, including modeling debt and equity, hurdle rates, internal rates of return, and alternative financing structures. The replies recommend constructing models from scratch so the learner…

Fixed incomePortfolio construction
Quant Q&A

The document distinguishes an overnight index swap (OIS) rate from a risk-free rate (RFR). An RFR is an overnight benchmark published from underlying transactions, while an OIS is a derivative whose floating leg references overnight fixings, often compounded…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains why a quarterly QuantLib schedule anchored by a first coupon date on June 30 can produce December and March dates on the 30th. Forward generation with that first date establishes the 30th as the recurring roll date, while an adjusted…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document examines a modeling question raised by Piterbarg’s collateralized Black–Scholes framework. It distinguishes the OIS rate used for a collateral account from the repo rate used for financing a stock, and asks how the associated risk-neutral…

Derivatives pricingFixed incomeRisk managementStatistics
Quant Q&A

The response outlines a simple way to separate stable and volatile portions of non-contractual deposit balances for behavioral analysis. It proposes smoothing daily balances with a moving average to reduce seasonal effects while retaining the underlying…

Fixed incomeRisk managementStatisticsPortfolio construction
Quant Q&A

The document explains a convention choice for in-arrears swaps: whether a floating rate fixed at a period date applies to the following accrual interval or to the interval that has just ended. The responses favor using the prior period’s accrual dates,…

Fixed incomeDerivatives pricing
Quant Q&A

The document describes how to calculate duration, modified duration, and DV01 for a Treasury bill treated as a discount instrument and for a zero-coupon bond. It states that zero-coupon duration is based on time to maturity, scaled by price, and that…

Fixed incomeRisk managementStatistics
Quant Q&A

The discussion considers how to calculate weekly excess returns for exchange traded funds by subtracting a short-term risk-free return from each fund's arithmetic return. The question is whether a Treasury bill rate should be lagged to reflect when it was…

EquitiesFixed incomeStatisticsBacktesting
Quant Q&A

The document works through a time-value-of-money question: find the level payment C that makes a series of inflows equivalent to a schedule of outflows at a stated annual interest rate. The answer lays out the cash flows by period, applies a discount factor…

Fixed incomeDerivatives pricingStatistics