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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

9,797 documents

Quant Q&A

The document discusses why newly listed CBOE Bitcoin futures traded at a premium to a cash Bitcoin reference price, despite the author's expectation that an upcoming hard fork might push futures to a discount. The response attributes the premium partly to…

CryptoFuturesSpot marketsArbitrage
Quant Q&A

The document explains why an ICE electricity futures settlement can change even when a contract records no volume or open interest. Under the described procedure, the exchange first selects an anchor expiry, identified for the products discussed as the…

FuturesCommoditiesMarket microstructureDerivatives pricing
Quant Q&A

The document outlines how to infer a short-term rate curve, and potentially policy-rate expectations, from forward rate agreement quotes when meeting dates do not line up with FRA accrual periods. It recommends constructing a discount curve with nodes at…

Fixed incomeFuturesStatistics
Quant Q&A

The document asks whether a single-commodity exchange-traded commodity product can accurately be described as a delta-one investment when it holds futures contracts. As a contract approaches expiry, the product must roll its exposure into a later contract.…

CommoditiesFuturesRisk management
Quant Q&A

The document explains how a volatility forecast can inform trades in volatility-sensitive instruments. A trader who expects realized volatility to exceed the market’s expectation may buy options; a trader expecting it to be lower may sell options. It also…

VolatilityOptionsFuturesDerivatives pricing
Quant Q&A

The document addresses whether a trader can access S&P 500 Variance Futures on the CBOE Futures Exchange and explains why choosing a broker may not solve the problem. Its central point is that the contract was described as inactive, with little or no trading…

FuturesVolatilityMarket microstructure
Quant Q&A

The document explains how to interpret principal components when their signs are mathematically arbitrary. It uses futures term-structure analysis as context, where components are often described as level, slope, and curvature. Since either an eigenvector or…

FuturesStatisticsTechnical indicators
Quant Q&A

The discussion considers how to test a next-day wheat futures direction model with limited capital after encouraging backtests. One suggestion is to use a broker’s demo account to observe how the strategy behaves in live market conditions before committing…

FuturesCommoditiesBacktestingExecution
Quant Q&A

The document clarifies what happens when an investor takes a long position in euro futures, correcting the idea that the trade involves borrowing euros and exchanging them for dollars. For a futures contract, the trader generally does not receive the full…

FuturesForexDerivatives pricing
Quant Q&A

The discussion considers trading differences between volatility implied by SPX options and volatility reflected in VIX futures. One response describes liquidity providers hedging VIX futures or options with SPX straddles, adjusting those hedges several times…

OptionsFuturesVolatilityMarket making
Quant Q&A

The document discusses when futures gains and losses affect a margin account after a position is closed during the trading day. It distinguishes the executed trade prices, which determine the trader’s realized profit or loss, from hourly market quotes, which…

FuturesRisk managementExecutionMarket microstructure
Quant Q&A

The document discusses two related but distinct portfolio goals: minimizing portfolio variance through asset weights, and selecting a fixed number of futures contracts whose return streams are less redundant. For minimum variance, it recommends estimating a…

FuturesPortfolio constructionStatisticsRisk management
Quant Q&A

The document discusses a futures and bond arbitrage explanation involving two prices, an initial cash difference, and its value at a later time. The answer describes shorting the more expensive side and using the proceeds to buy the cheaper side. It then…

FuturesFixed incomeArbitrage
Quant Q&A

The document distinguishes two meanings of open, high, low, and close data. In a market with opening and closing auctions, the open and close can be the auction prices, while the high and low are extrema across auction and continuous trading. In a second…

Market microstructureFuturesEquitiesStatistics
Quant Q&A

The document explains why practitioners may use two yield factors, typically level and slope, when analyzing bond futures and deciding which deliverable bond is cheapest to deliver (CTD). A model with more factors could represent more yield-curve movements,…

FuturesFixed incomeStatisticsDerivatives pricing
Quant Q&A

The document addresses whether a minimum variance hedge ratio requires spot and futures prices to use the same physical units. Its example compares spot prices quoted in dollars per barrel with futures prices quoted in dollars per million British thermal…

CommoditiesFuturesStatisticsRisk management
Quant Q&A

The note discusses how to set the time unit when estimating geometric Brownian motion drift and volatility from daily prices. It defines returns as successive log price changes and scales their sample standard deviation by the square root of the time step.…

FuturesCommoditiesStatisticsVolatility
Quant Q&A

The document explains how to obtain forward rates when Bloomberg displays LIBOR swap-curve information. It distinguishes forward-starting swaps from spot swaps and points to Bloomberg’s forward-analysis functions for swap rates, while separate functions are…

Fixed incomeDerivatives pricingFutures
Quant Q&A

The document concerns proposed VIX futures strategies that use moving-average crossovers, term structure, or comparisons of historical and implied volatility to generate long, flat, or short signals. The author reports that a persistent short bias and daily…

VolatilityFuturesBacktesting
Quant Q&A

The note compares hedging an index option with index futures against hedging with the tradable underlying. It identifies the main risk differences as basis exposure between futures and the index, the need to roll expiring futures, differences in liquidity…

OptionsFuturesRisk managementExecution
Quant Q&A

The document considers how to represent margin and capital use when backtesting a long-short futures strategy. Its central guidance is that exchange margin is a minimum collateral requirement for protecting the exchange, not a sensible target for sizing…

FuturesRisk managementPosition sizingBacktesting
Quant Q&A

The document asks whether futures on the same bond or equity index have different risk profiles when they mature on different dates. The answer says maturity effects depend on the underlying and the length of the available futures curve. For equity index and…

FuturesFixed incomeCommoditiesVolatility
Quant Q&A

The document clarifies how to interpret the tick specification for the Mini Nikkei futures contract traded on the Osaka exchange. The quoted increment is five index points, and the stated value of one tick is 500 yen. Thus, the monetary value applies to the…

FuturesPosition sizing
Quant Q&A

The document examines how to interpret a swap zero rate when comparing it with rates implied by a strip of short-term interest-rate futures. It cites a textbook example that compounds four quarterly futures-implied forward rates into a cumulative rate, then…

FuturesFixed incomeDerivatives pricing