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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 note explains why an asset’s volatility over a fixed horizon matches the volatility of a prepaid forward contract on that asset with the same expiry. Both are measured as the standard deviation of a log return over the period. At the start, the asset…

VolatilityDerivatives pricingFutures
Quant Q&A

The note concerns using CME SOFR futures for hedging and asks why a market-data field reports a duration of 0.25 across maturities. The response associates that quarter-year figure with three-month SOFR futures, whose underlying reference period spans about…

FuturesFixed incomeRisk management
Quant Q&A

The discussion considers derivatives whose payoff combines a weather measure, such as temperature or snowfall, with a financial asset or index. It does not identify a specific contract with the proposed basket payoff. Instead, the answers point to related…

Derivatives pricingCommoditiesFuturesMulti-asset
Quant Q&A

The document discusses how to obtain historical data for European electricity futures and options, prompted by a researcher seeking EEX contract histories for a model. It describes several possible routes: ask the exchange whether it can provide data, seek…

FuturesOptionsCommodities
Quant Q&A

The document discusses how a learner studying derivatives can practice hedging and trading in a simulation or demo account. The answer describes Interactive Brokers’ paper account as an option for customers with a live account, noting that it had broad…

FuturesOptionsExecution
Quant Q&A

The document discusses how to measure the risk left when a government bond is hedged with a bond future, even when their DV01s match. Matching DV01 addresses first-order sensitivity to yield changes, but does not make the positions behave identically. The…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document discusses how to estimate risk inputs for an option on the difference between two futures. It presents three approaches to spread volatility: calculate it from historical spread returns, combine the futures’ implied volatilities with a…

FuturesOptionsVolatilityDerivatives pricing
Quant Q&A

The document considers how to estimate when displayed ask depth will be exhausted so a trader can place a bid at the previous ask during an upward price move. The setting is a continuous double auction on a bitcoin futures exchange. A basic regression over…

Market makingFuturesCryptoExecution
Quant Q&A

The document explains how an investor exits a futures position before delivery. The basic action is to trade in the opposite direction: a long position is offset by a short trade, or a short position by a long trade. The accepted answer compares this with…

FuturesExecution
Quant Q&A

The document explains why a two-year government bond future cannot be priced reliably by chaining deposit futures to estimate a matching interest rate. A deposit curve can be built from deposit rates and used to discount the bond’s cash flows, but deposit…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The question examines why the interest-rate sensitivity of a European option on futures can differ from the rho formula for an option on an asset with a continuous yield. The explanation identifies two rate exposures: discounting the expected payoff and the…

OptionsFuturesDerivatives pricing
Quant Q&A

The discussion answers where Python strategies can send live orders across markets, distinguishing execution connectivity from Python’s role in research or backtesting. It names Interactive Brokers’ APIs and tools, including IBPy, IB Gateway, and Trader…

ExecutionEquitiesOptionsFutures
Quant Q&A

The discussion compares broker and vendor APIs for collecting real-time and historical market data, especially for US futures, equities, and market depth. It contrasts Interactive Brokers’ update intervals with services that offer tick data, historical…

FuturesEquitiesForexMarket microstructure
Quant Q&A

The document corrects a textbook description that presents a Eurodollar futures contract as a commitment to deliver a one-million-dollar, three-month time deposit. The answer explains that the CME contract was cash settled rather than physically delivered.…

FuturesFixed income
Quant Q&A

The document raises a curve-construction question about combining SOFR futures at the front end with SOFR swaps at the longer end. It notes that centrally cleared swaps require daily cash variation margin and asks whether that feature makes their economics…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The discussion considers a bullish investor choosing how to gain exposure to a forward, with position size capped at a stated maximum. The response explains that an optimal position cannot be determined from the expected direction alone: it depends on the…

FuturesOptionsDerivatives pricingRisk management
Quant Q&A

The document poses a currency risk management exercise for a Czech company with a euro payable due at month end and an expected euro receipt halfway through the month whose arrival is uncertain. It asks how to hedge the exposure using futures, calculate the…

FuturesForexRisk managementPosition sizing
Quant Q&A

The document explains when discrete and continuous compounding are used in cost-of-carry pricing for equity futures. Discrete rates are common in practice because real cash flows, such as bond coupons, occur at intervals. Continuous compounding is often…

FuturesDerivatives pricingFixed incomeStatistics
Quant Q&A

The document explains how a netted position can show a larger percentage change than its gross component exposures. It uses a crude-oil curve spread: one maturity is short and another is long, leaving a small net exposure compared with the combined gross…

CommoditiesFuturesRisk managementMarket microstructure
Quant Q&A

The document distinguishes deliverable interest-rate swap futures from the swaps they may deliver into. The listed instrument is a futures contract, so it is not issued like a security and does not begin as a bilateral swap between the original buyer and…

Fixed incomeFuturesRisk management
Quant Q&A

The document explains common ways leveraged exchange-traded funds obtain exposure, using a fund targeting three times the Nasdaq 100's daily performance as an example. It describes the use of futures, swaps, borrowing, and underlying securities, while noting…

EquitiesFuturesDerivatives pricingRisk management
Quant Q&A

The document considers whether a bond future belongs in an interest-rate or credit-derivatives category. One response classifies it primarily by its contract mechanics: a bond future does not specify credit events that trigger a credit-derivative payoff, and…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document raises a question about a textbook method for hedging a diversified equity portfolio with index futures. The described approach divides the portfolio’s value by the value of one futures contract to determine a contract count. The questioner asks…

EquitiesFuturesPortfolio constructionRisk management