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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
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

This question examines a QuantLib error encountered while bootstrapping a yield curve from quarterly SOFR futures. The supplied setup builds futures rate helpers and a piecewise linear zero curve; the reported failure refers to a missing SOFR overnight…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The question concerns constructing quarterly forward rates from USD Libor swap quotes spanning maturities from one to fifty years. The accepted answer identifies the main setup problem: the proposed curve contains only two rate helpers, a zero-rate long…

Fixed incomeFuturesDerivatives pricingStatistics
Quant Q&A

The document explains that taking a futures position does not mean receiving its quoted price immediately. Futures are marked to market through daily margin payments, which reset the position’s net present value to zero each day. By contrast, a forward…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The note explains how to interpret Eurodollar futures prices when considering the volatility of options on the contract. Eurodollar futures are quoted near 100 minus an interest rate, so the answer converts a futures price into its corresponding rate by…

FuturesOptionsVolatilityFixed income
Quant Q&A

The document distinguishes pricing options on futures from options on spot assets. In the Black formula for a futures option, the futures price is the underlying input, and the option payoff is discounted using the applicable discount rate. The futures price…

OptionsFuturesDerivatives pricing
Quant Q&A

The document introduces cross-border risks relevant to Brazilian derivatives, distinguishing transferability from convertibility. Transferability risk is the possibility that local rules prevent repatriating assets held onshore, regardless of the currency in…

FuturesForexFixed incomeDerivatives pricing
Quant Q&A

The document explains why repo rates matter to delta-one trading alongside interest rates and dividend yields. For an individual stock, the repo rate can serve as the financing rate in the cost-of-carry relationship between spot and forward prices.…

EquitiesFuturesDerivatives pricingArbitrage
Quant Q&A

The document examines a cash-flow explanation for the convexity adjustment between an interest-rate futures contract and a forward rate. Daily variation margin can create an investment or financing effect: a short futures position receives funds when rates…

Fixed incomeFuturesDerivatives pricingStatistics
Quant Q&A

The document distinguishes between an ETF’s actual exposure and a proposed hedge based on oil prices. If an ETF tracks shares of a US oil company, its direct exposure is to those shares; an issuer would generally hold the underlying stock, with a possible…

EquitiesCommoditiesFuturesForex
Quant Q&A

The document asks whether CAPM or the Fama–French model can be applied directly to futures and options, drawing a comparison with their use in analyzing stocks. The answer distinguishes studying an underlying asset from analyzing a derivative contract. These…

OptionsFuturesFactor investing
Quant Q&A

The document discusses why gold funds such as GLD, IAU, and PHYS can show different short-term returns even when they are all linked to gold. The response emphasizes that market prices can diverge from underlying value when financial or physical constraints…

CommoditiesSpot marketsFuturesArbitrage
Quant Q&A

The question concerns estimating a hedge ratio between daily changes in a swap fixed rate and changes in a bond-futures forward yield. Since the swap maturity stays constant while the cheapest-to-deliver bond ages, the underlying risk exposures can drift…

Fixed incomeFuturesRisk management
Quant Q&A

The discussion distinguishes futures-curve roll from the price effect associated with a bond futures contract’s cheapest-to-deliver bond. In common futures terminology, roll is measured by comparing prices of successive contracts. For bond futures, however,…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document explains what happens when an existing futures position is transferred before maturity. The accepted answer says a new holder enters at the futures price agreed at the time of the trade, with no purchase payment for the contract itself. Instead,…

FuturesMarket microstructureRisk management
Quant Q&A

The document gives a way to compare the steepness of futures curves across contracts with different times to expiry. It proposes taking the logarithm of the ratio between the later-dated futures price and the earlier-dated futures price, dividing by the time…

FuturesCommoditiesStatistics
Quant Q&A

The document discusses how to extract implied normal yield volatility from American options on bond futures and whether that measure adds information beyond European-option or swaption volatility. It emphasizes that the answer depends on how the underlying…

Fixed incomeFuturesOptionsVolatility
Quant Q&A

The document considers whether a company hedging commodity costs with a long forward should base its decision only on a forecast of the spot price at maturity. The answer emphasizes that corporate hedging should follow a written policy approved by…

CommoditiesFuturesRisk management
Quant Q&A

The document considers how to estimate the relationship between VIX futures and S&P 500 returns, with the goal of separating an equity-driven component from a volatility-related component. It proposes two basic empirical approaches: a ratio of VX to ES…

VolatilityFuturesStatistics
Quant Q&A

The document describes a pricing and risk question for spread options on commodity futures under a Bachelier model. The author converts lognormal volatilities to normal volatilities, estimates basket volatility through moment matching, and prices a European…

CommoditiesFuturesOptionsDerivatives pricing
Quant Q&A

This explanation distinguishes the timing option from the switch option in bond futures and clarifies that the end-of-month option is another form of switch option. The timing option concerns when to deliver; the switch option concerns which eligible bond to…

FuturesFixed incomeOptionsCarry
Quant Q&A

The example concerns an Interactive Brokers API validation error when requesting market data for a Micro E-mini Nasdaq futures contract. The submitted contract uses a local symbol field and capitalized expiry attribute, and TWS reports that a local symbol or…

FuturesExecutionMarket microstructure
Quant Q&A

The document outlines how a repo desk might manage rate exposure and funding across longer-term and overnight transactions. For repos lasting from a week to several months, it names offsetting repos and interest-rate instruments, including fed funds futures…

Fixed incomeRisk managementFuturesExecution
Quant Q&A

The document compares forward rate agreements (FRAs) with interest rate futures, explaining how settlement, trading venue, contract dates, and quotation conventions affect their pricing. Futures are exchange traded and settled through daily mark-to-market…

Fixed incomeFuturesDerivatives pricingRisk management
Quant Q&A

The document questions whether worldwide exchange-traded derivative (ETD) open interest is close in scale to over-the-counter (OTC) derivative notional. It cites reported contract counts and notional estimates for OTC derivatives, commodity derivatives, and…

FuturesDerivatives pricingMarket microstructureRisk management