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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

The document clarifies how carry on a Treasury curve steepener can compare with carry on an outright long-duration position. It distinguishes the financing cost of holding the two legs from the carry described in a market report. For a payer position over a…

Fixed incomeFuturesCarryUS markets
Quant Q&A

The document distinguishes the drift of a forward price from the drift of the value of a forward contract. In the stated simplest setting, with a constant risk-free rate, the underlying follows a diffusion whose drift under the risk-neutral measure is that…

Derivatives pricingFuturesFixed incomeStatistics
Quant Q&A

The document explains why futures expiry dates cannot be inferred from a single monthly rule such as the third Friday. Contract dates vary by exchange and by product, so traders should consult the relevant contract specifications and exchange calendars.…

FuturesCommoditiesRisk managementExecution
Quant Q&A

The document considers how a trader might identify the cause of a sudden increase in overnight futures volume. Its example is a sharp burst in trading activity in an S&P futures contract after midnight, prompting a question about where to find timely market…

FuturesEvent-drivenMarket microstructure
Quant Q&A

The document analyzes how reducing the notional coupon used for CBOT bond futures conversion factors could affect contract DV01. In a simplified case with one deliverable bond and no change in the cheapest-to-deliver (CTD) bond, the modified duration is…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

This note asks how the value of a European call on a non-dividend-paying stock changes with the futures price observed before expiry, when the option and futures contract mature together. It relates the futures price to the spot price through the interest…

OptionsFuturesDerivatives pricing
Quant Q&A

The document asks how to select volatility for a long-dated option on an hourly electricity swap valued with shaped monthly futures and a generation schedule. The proposed setup uses the resulting volume-weighted average price as the futures input to…

FuturesOptionsCommoditiesVolatility
Quant Q&A

The document describes a possible relative-value trade across three crypto futures markets: BTC/ETH settled in BTC, USD/ETH settled in ETH, and USD/BTC settled in BTC. It suggests that prices may temporarily diverge and proposes a spread expression based on…

CryptoFuturesArbitrageExecution
Quant Q&A

The question examines a European option on a futures contract and asks why its pricing should reflect a risk-neutral futures growth rate of zero, even though a stock-option hedging argument appears to produce the same partial differential equation. The…

OptionsFuturesDerivatives pricing
Quant Q&A

The discussion distinguishes a futures contract’s closing price from its settlement price. The closing price is described as the final trade price during trading hours, while the settlement price is the official value used to mark positions to market.…

FuturesRisk managementMarket microstructure
Quant Q&A

The document explains why futures and spot prices tend to converge at expiry through replication and arbitrage. If a futures contract is mispriced relative to the cost of holding the underlying, traders can buy the cheaper exposure and sell the more…

FuturesSpot marketsArbitrageDerivatives pricing
Quant Q&A

The document collects suggestions for learning quantitative finance online, with an emphasis on free or lower-cost study. The original question names material on financial engineering, option pricing, Monte Carlo methods, and MIT OpenCourseWare, while noting…

Machine learningStatisticsDerivatives pricingFutures
Quant Q&A

The document describes a forecasting problem for electricity futures, where delivery spans a period rather than occurring on a single date. It explains that the usual spot-and-carry pricing relationship does not capture the observed risk premium, which is…

FuturesCommoditiesStatisticsBacktesting
Quant Q&A

The document asks how to select the forward and strike inputs for Black-76 when interest rate futures are quoted as a price derived from an interest rate. The included response does not resolve that input convention, but reports using a Gaussian, or…

OptionsFuturesFixed incomeDerivatives pricing
Quant Q&A

The document contrasts theoretical modeling with a market-based approach to valuing VIX futures. It identifies variance gamma models as a theoretical framework for VIX futures and options, while noting that obtaining robust results with this model class can…

FuturesOptionsVolatilityDerivatives pricing
Quant Q&A

The document distinguishes agricultural futures trading from options trading and explains why farmers may still rely on exchange prices even when they do not trade listed contracts. It says farmers typically use futures to hedge crop prices, while the…

FuturesCommoditiesRisk management
Quant Q&A

The document addresses why credit exposure on a forward may increase over its life even as uncertainty about the remaining market movement declines. The answer separates the likelihood of counterparty default from the potential loss if default occurs. At…

Derivatives pricingRisk managementFutures
Quant Q&A

An IMM dated swap is generally a standard interest rate swap whose start date falls on an IMM date, so it can be viewed as a forward starting swap when that date is later than the spot start date. The document distinguishes this from an IMM anniversary swap,…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

A LIBOR curve represents market-implied estimates of a particular tenor’s reference rate on future dates. A six-month LIBOR curve, for example, can be queried for an estimated six-month LIBOR rate at a future date; it does not show a six-month rate that…

Fixed incomeDerivatives pricingFutures
Quant Q&A

The document poses a derivatives-pricing question in a two-step binomial model with a non-dividend-paying underlying and varying interest rates. It asks how to calculate the futures price at the initial time and how to compute the risk-neutral expected value…

FuturesDerivatives pricingFixed incomeStatistics
Quant Q&A

The document poses a fixed-income derivatives question: whether a portfolio consisting of a long forward rate agreement and a short Eurodollar futures contract has positive or negative convexity. It asks for an explanation of the portfolio’s exposure, but…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The discussion distinguishes an option’s discounted expected payoff under real-world probabilities from its arbitrage-consistent price. It explains that knowing the physical distribution of future returns does not generally make its probability-weighted…

OptionsFuturesDerivatives pricingArbitrage
Quant Q&A

The document distinguishes the rate implied by one-month SOFR futures from the discount factor needed to construct a curve. It expresses the futures rate as an expected average of short rates over the reference month, while a discount factor depends on the…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document explains why a persistent positive basis, defined as spot price minus futures price, can make a long futures hedge profitable on average under a particular assumption. If spot behaves like a martingale and futures begin below spot, convergence…

FuturesCommoditiesCarryRisk management