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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

10,263 documents

Quant Q&A

The document explains how interest enters the overnight profit of a delta-hedged option position. It represents the portfolio as a short option combined with a position in the underlying sized by the option’s delta. The net portfolio value determines whether…

OptionsDerivatives pricingRisk management
Quant Q&A

The document examines why an at-the-money European call and put on a non-dividend-paying stock can have equal value when interest rates are zero, despite their different-looking payoff diagrams. Its central explanation is that option prices reflect both…

OptionsDerivatives pricingStatistics
Quant Q&A

The post asks how to transform one risk-neutral pricing expression for a derivative with funding and collateral rates into another expression using collateral-rate discounting and an adjustment based on the difference between funding and collateral rates.…

Derivatives pricingFixed incomeStatistics
Quant Q&A

The document derives a risk-neutral price for a contract that pays the average underlying price over an interval ending at maturity. It discounts the payoff at the final payment date and uses linearity to move the expectation inside the time integral. Under…

Derivatives pricingArbitrageEquities
Quant Q&A

The document explains why jump intensity cannot be interpreted independently of the assumed jump-size distribution. To estimate a model’s jump frequency, it recommends fitting intensity and the other model parameters jointly, using maximum likelihood or…

StatisticsVolatilityDerivatives pricing
Quant Q&A

The document investigates how to reproduce CBOE’s discontinued single-name 30-day normalized skew field using historical options data. It describes the target as the 25-delta put implied volatility minus the 25-delta call implied volatility, divided by…

OptionsVolatilityDerivatives pricingStatistics
Quant Q&A

The document explains how an unpublished floating-rate fixing creates P&L exposure for an interest rate swap, measured as the difference between the published fixing and the market forecast. Once the fixing is known, the associated cash flow is fixed; the…

Fixed incomeDerivatives pricingRisk managementMarket microstructure
Quant Q&A

The document explains why a receiver swap's return is not naturally computed as a percentage change in its market value: the swap can begin at zero value and later have positive or negative value. It presents change in swap value divided by notional as one…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document asks how to define an arbitrage-free price process for an American-style derivative when the buyer may make payments over its lifetime and choose a random exercise time. It proposes selecting a process so the supremum over exercise times of…

Derivatives pricingOptionsArbitrage
Quant Q&A

The document explains the relationship between the par fixed rate of a spot-starting fixed-for-floating interest rate swap and its DV01. It gives the par-rate expression as one minus the final discount factor divided by the swap DV01, and expresses DV01 as…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The example shows how put-call parity and relationships across option strikes can be used to infer some option prices from quoted market data. Ignoring discounting, the response applies parity at the 70 strike to the given futures level and straddle price,…

OptionsDerivatives pricingVolatility
Quant Q&A

The document discusses background reading for someone struggling with a mathematical finance text. It frames Shreve’s work as a calculus-based treatment of finance and suggests building mathematical preparation before tackling it. For derivatives-focused…

Derivatives pricingOptionsStatistics
Quant Q&A

The document explains that PV01 and DV01 both describe value changes associated with a one basis point interest-rate move, but usage depends on the instrument and calculation. One response frames DV01 as the yield sensitivity of an individual bond, while…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document considers a claim paying the time average of squared Brownian motion when the underlying follows standard Brownian motion and the interest rate is zero. It gives the initial fair value as the expected payoff, then uses Itô calculus to rewrite…

Derivatives pricingRisk managementPosition sizing
Quant Q&A

The document asks how to judge whether a derivative-pricing model improves on Black–Scholes when traders already use implied volatilities and interpolation to fit option prices. It distinguishes pricing from prediction: a pricing model can interpolate or…

OptionsDerivatives pricingBacktestingRisk management
Quant Q&A

The document examines how pull to par affects a bond's spot price and forward price when yields remain unchanged. The question relates the spot price, accrued interest, and financing to a fixed-date forward price, then asks how a long cheapest-to-deliver…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document raises a foundational question about defining the Malliavin derivative on two probability spaces. One construction starts from canonical Wiener space, consisting of continuous paths equipped with Wiener measure. Another works on a general…

Derivatives pricingStatistics
Quant Q&A

The problem asks for Black–Scholes prices of two terminal payoffs: the square of the stock price and a unit payment when the stock finishes below a strike. It applies risk-neutral valuation by discounting each payoff’s expected value. The squared payoff uses…

OptionsDerivatives pricingStatistics
Quant Q&A

The discussion asks whether a market is complete when a stock price is exposed to two independent Brownian motions: one drives returns directly, while another drives a mean-reverting stochastic drift. With only the stock available for investment, one…

EquitiesStatisticsDerivatives pricingRisk management
Quant Q&A

The note explains how to read a quoted sovereign five-year credit default swap spread and how it relates, in broad terms, to perceived credit risk. It interprets a quote of 42.520 as basis points and says that a lower spread generally signals a lower premium…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how options systems represent time remaining on expiration day. Rather than using whole-day buckets, pricing and risk software generally represents expiry tenors fractionally and may measure time internally in years, seconds, or…

OptionsDerivatives pricingMarket makingVolatility
Quant Q&A

The document explains how day count conventions apply when pricing cross-currency forwards and swaps. Its central method is to calculate the accrual factor for each currency leg using that currency’s convention, then form the forward price as the domestic…

ForexCommoditiesDerivatives pricing
Quant Q&A

The document explains an instantaneous forward rate as the limiting forward rate over an interval whose length approaches zero. Starting from the no-arbitrage relationship between two zero-coupon bond prices and a simply compounded forward rate, it derives…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how a Wiener process can have continuous paths while lacking a derivative at every point with probability one. It distinguishes continuity, where nearby input times produce nearby function values, from differentiability, which…

StatisticsDerivatives pricingRisk management