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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

9,797 documents

Quant Q&A

The document explains the role of conversion factors in bond futures with a basket of deliverable bonds. A conversion factor adjusts each bond’s invoice price using a standardized reference yield assumption, making bonds with different coupons more…

Fixed incomeFuturesMarket microstructure
Quant Q&A

The document clarifies how the monthly average effective federal funds rate is treated when calculating the settlement price of 30-day federal funds futures. Although published effective rates are available only for business days, the contract’s averaging…

FuturesFixed incomeUS markets
Quant Q&A

The document asks whether futures-market activity can influence spot prices, reversing the familiar explanation in which a supply or demand shock first moves the spot market and then affects futures. It invokes the theoretical relationship between spot and…

FuturesSpot marketsMarket microstructureDerivatives pricing
Quant Q&A

The document compares approaches to forecasting intraday trading volume, with particular interest in futures. It highlights recurring patterns linked to time of day, contract rolls, and economic announcements. One approach models trades or volume through a…

FuturesEquitiesStatisticsExecution
Quant Q&A

The document responds to a question about locating market data needed to price an interest-rate cap on a different trade date. It does not provide Bloomberg navigation steps or explain whether the specific swap data are free. Instead, the answer offers an…

Fixed incomeVolatilityFutures
Quant Q&A

The document addresses how to name a position combining a 5s10s interest-rate swap curve trade with a Treasury curve hedge. The described position pays the 5-year swap and receives the 10-year swap, while buying 5-year Treasuries and selling 10-year…

Fixed incomeFutures
Quant Q&A

The document asks whether a trader can enter a futures position with a nonzero initial value by choosing a delivery price below the cost-of-carry level. One response describes a futures-options combination: buying a call and selling a put at the same strike…

FuturesOptionsDerivatives pricing
Quant Q&A

The document outlines a beginner’s proposed workflow for sending Interactive Brokers futures data into NeuroShell Trader for live use. It describes NeuroShell’s Data Pump as an interface that lets an external application collect data and pass streams into…

FuturesExecution
Quant Q&A

The note examines the volatility term for a spread option under a Bachelier model, where the underlying prices are modeled with arithmetic Brownian motion. The questioner expects the spread’s volatility to combine the two futures volatilities and their…

OptionsFuturesVolatilityDerivatives pricing
Quant Q&A

The document recommends storing options observations in a time-indexed, long-format table, with one row per contract at each snapshot. Useful fields include timestamp, underlying or forward price, strike, expiry, option type, bid and ask, implied volatility,…

OptionsFuturesBacktestingVolatility
Quant Q&A

The note outlines an approximate way to estimate bond forward prices and carry when the available inputs are government yields by maturity. It proposes treating the observed yields as par yields, so each yield also serves as the coupon rate for a…

Fixed incomeFuturesCarry
Quant Q&A

The document corrects an argument that a long futures position earns twice the payoff of a forward. The mistaken argument adds the cumulative daily changes in futures prices to an assumed final payment of the initial-to-final price difference. The answer…

FuturesDerivatives pricingRisk management
Quant Q&A

The document asks why SVXY recovered only modestly after a sharp volatility spike and subsequent decline in VIX futures. It gives a historical example: the product fell from roughly $140 to $9 and rebounded to about $12, while VIX futures moved from the…

VolatilityFuturesRisk management
Quant Q&A

The document explains why end-of-day futures datasets commonly contain exchange business days rather than every calendar day. The key distinction is that end-of-day records often report the exchange’s settlement price, which supports daily profit-and-loss…

FuturesMarket microstructureRisk management
Quant Q&A

The document describes a problem downloading free historical intraday data from Finam.ru: the resulting text or CSV file contains an unintelligible message instead of market data. A reply identifies the message as an error indicating that the requested time…

EquitiesFutures
Quant Q&A

The document asks how to estimate short-dated implied volatility for options on commodity futures when listed expiries are sparse. Its soybean example contrasts contracts with clearly observable weekly or short-dated option expiries against intermediate…

CommoditiesFuturesOptionsVolatility
Quant Q&A

The document explains why a yield curve may combine cash instruments, interest-rate futures, and swaps: market participants select instruments with active, liquid quotes across maturities, while keeping their credit and funding risks consistent with the…

Fixed incomeFuturesDerivatives pricingMarket microstructure
Quant Q&A

The exchange explains the discount factor in the value of a forward contract on an asset that pays no income. The contract’s delivery price is fixed when the agreement is initiated, while the forward price can change over time. Their difference represents…

Derivatives pricingFuturesRisk management
Quant Q&A

The document works through a market hedge for a 50,000-share stock position using index futures. Given the stock value, futures price, contract multiplier, and a beta of 1.3, it calculates a short position of 26 contracts. The cited textbook solution says…

FuturesEquitiesRisk managementPosition sizing
Quant Q&A

The document considers how to build a hedge from quarterly short-term interest-rate futures using weights from a first principal component. It normalizes the component weights to one contract month to create a spread representation, then shows how equal tick…

FuturesStatisticsRisk managementPortfolio construction
Quant Q&A

The note derives the futures–forward price difference from the change between the risk-neutral measure and the maturity-forward measure. This difference appears as a covariance between the accumulated funding factor and the terminal index level. For an FX…

FuturesForexDerivatives pricingFixed income
Quant Q&A

The document asks how shorting bond futures to hedge a long bond’s duration affects the position’s interest income and rate exposure. It compares the intuition of retaining a fixed coupon while neutralizing duration with the possibility that the combined…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document considers why E-mini S&P 500 futures commonly trade with a narrow bid-ask spread. It proposes active competition among participants and the breadth of the underlying index as possible explanations. The responses emphasize the contract’s broad…

FuturesMarket microstructureExecutionUS markets
Quant Q&A

The document raises a practical question about backtesting value-at-risk models for portfolios containing instruments with maturities or payment schedules. It asks whether historical contract terms should be shifted backward along with each test date so that…

Risk managementBacktestingFixed incomeOptions