Skip to content

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

9,797 documents

Quant Q&A

The answer addresses why a Bloomberg USD interest-rate swap curve may include a contract classified as a financial commodity future. It explains that the curve setup described is longstanding and points readers to Bloomberg’s curve configuration and…

Fixed incomeFuturesUS markets
Quant Q&A

The document explains what happens when a trader sells a futures contract after previously buying one. It clarifies that a closing sale offsets the trader’s existing long position, leaving the trader with no open position in that contract. The exchange…

FuturesExecution
Quant Q&A

The discussion concerns differences between futures option quotes shown in a broker's trading platform and those delivered through its Excel interface. A user reports that the displayed ES quote can diverge from the API feed and then align again after…

FuturesOptionsExecutionMarket microstructure
Quant Q&A

Commodity producers can use cash-settled futures to hedge benchmark price exposure without delivering their goods through the exchange. They continue to sell through their usual supply chain, where buyers handle the commodity’s grade, location, and physical…

FuturesCommoditiesRisk management
Quant Q&A

The document considers hedging a short put when short selling its underlying stock is prohibited. It explains that using a negatively correlated stock can reduce exposure, but generally cannot replicate the put exactly: the underlying and substitute stock…

OptionsEquitiesDerivatives pricingRisk management
Quant Q&A

The document explains futures-style settlement for options on futures and contrasts it with the stock-style premium payment described for US options. Under futures-style settlement, opening the position requires no initial cash premium transfer. Instead,…

OptionsFuturesDerivatives pricingFixed income
Quant Q&A

The document distinguishes forward rates read from a yield curve from rates generated by a short-rate model. At the current date, a yield curve is a fixed term structure from which one can calculate future rates for chosen short tenors. Those curve-implied…

Fixed incomeFuturesStatistics
Quant Q&A

The document asks how to build a commodity futures strategy whose expected profit varies with the difference between daily-return correlation and two-day-return correlation, scaled by the assets’ volatilities. The proposed exposure is connected to a…

CommoditiesFuturesDerivatives pricingStatistics
Quant Q&A

The document raises the difference between a Eurodollar futures implied three-month rate and a forward rate inferred from the yield curve. It identifies convexity adjustment as a possible explanation and asks how to calculate its size without relying on…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document distinguishes cash-settled bond futures, whose value is linked to a calculated yield-based price, from physically delivered contracts, where conversion factors and the cheapest-to-deliver bond can shape futures pricing. The question concerns…

FuturesFixed income
Quant Q&A

The document discusses how to build price histories for calculating Value at Risk on a portfolio that may include interest-rate, commodity, and equity futures. Its central concern is that contract rolls, changing liquidity, and commodity seasonality can…

FuturesCommoditiesRisk managementStatistics
Quant Q&A

The document discusses where to obtain historical Eurex Level 2 order book data, with a focus on whether a buyer can select individual instruments instead of purchasing broader exchange coverage. The question describes Eurex’s own data offering as covering…

FuturesMarket microstructureFixed income
Quant Q&A

The document describes an attempt to estimate an option premium by replicating a strategy using futures order-book snapshots. The data consist of daily observations at noon over one month for futures with different delivery periods. The central question is…

OptionsFuturesVolatilityDerivatives pricing
Quant Q&A

The document raises a fixed income pricing question: why a nearly expiring 10 year Treasury note futures contract appears to imply a yield different from the yield on recently auctioned notes. The author recognizes that the futures contract assumes a…

FuturesFixed incomeArbitrageDerivatives pricing
Quant Q&A

The document explains why futures prices can exceed forward prices when the underlying asset is positively correlated with interest rates. Daily settlement gives a futures position cash flows along the way: a long can reinvest gains at higher rates and faces…

FuturesDerivatives pricingCarry
Quant Q&A

This explanation describes how to infer market expectations for central bank rate changes in Europe using overnight index swap meeting contracts. Each contract spans the effective dates associated with two successive policy meetings. Its fixed rate can be…

Fixed incomeFuturesDerivatives pricingEvent-driven
Quant Q&A

Treasury bond futures are linked to a basket of eligible bonds rather than one fixed security. The short can choose which bond to deliver, and the cheapest-to-deliver bond is identified by comparing each bond’s market price with its conversion factor. The…

Fixed incomeFuturesDerivatives pricingOptions
Quant Q&A

The document asks whether option values from Black–Scholes and Black–76 represent prices today or values at expiration. It gives the Black–76 call formula, which discounts the expected payoff expression by the risk-free rate over the option's term. The…

OptionsDerivatives pricingFutures
Quant Q&A

The document asks how to estimate the expected one-day move of a spread between two futures contracts using their prices, implied volatilities, and correlation. One answer first estimates each contract’s daily move by scaling price times implied volatility…

FuturesVolatilityStatistics
Quant Q&A

The document compares ways to represent an order book while supporting price ordering, fast updates, and access to the best bid and ask. For order-based equity books, one detailed proposal combines an order-ID lookup structure with metadata linking each…

Market microstructureExecutionHigh-frequency tradingEquities
Quant Q&A

The document investigates why daily returns on the MSCI World total return index and its corresponding future show unexpectedly low correlation, despite sharing an underlying index. The response attributes the discrepancy to mismatched closing timestamps.…

EquitiesFuturesStatisticsRisk management
Quant Q&A

The document explains why VIX futures can trade in contango or backwardation and asks whether either shape represents a normal baseline. It relates the curve to expectations about future volatility: distant contracts may reflect the chance of future…

FuturesVolatilityMean reversionMachine learning
Quant Q&A

The document considers whether Bulk Volume Classification (BVC), which estimates the buy-trade share within a bar, should be applied to short or long bars. One response argues that larger bars provide more trades and therefore tend to yield more accurate…

FuturesMarket microstructureStatisticsHigh-frequency trading
Quant Q&A

The document addresses an Rblpapi error that occurs when requesting a Bloomberg futures chain with a date override. The reported call supplies an override as a value string, and the package rejects it because the override is not named. The proposed fix is to…

FuturesCommodities