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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 asks whether the standard covariance-matrix formula for portfolio variance remains valid when some portfolio weights are negative, as they are for short positions. It presents a futures portfolio with both positive and negative contract…

FuturesPortfolio constructionRisk managementStatistics
Quant Q&A

Commodity Asian swaps settle against an average reference price over an averaging period rather than a single final observation. The discussion describes a typical payoff as the period’s notional multiplied by the difference between a fixed strike and the…

CommoditiesDerivatives pricingFutures
Quant Q&A

The document examines Hull’s two formulations for choosing a minimum-variance futures hedge. One uses the correlation and standard deviations of absolute spot and futures price changes, then scales the hedge ratio by the quantities of the asset and futures…

FuturesRisk managementStatistics
Quant Q&A

The document explains why buying a bond and shorting a futures contract can be viewed as a synthetic reverse repo. In a reverse repo, an asset is sold with an agreement to repurchase it later; the price difference represents financing interest, while the…

Fixed incomeFuturesCarryDerivatives pricing
Quant Q&A

The document examines why sponsors may not issue an exchange-traded note alongside an inverse version. It explains that daily leveraged and inverse notes are path-dependent: their exposure resets as their values change, so the pair’s gains and losses do not…

Derivatives pricingRisk managementCommoditiesFutures
Quant Q&A

The document raises a question about the payoff represented by Black’s model for an option on a futures contract. It distinguishes the futures price agreed when the option is exercised from the later spot price at the futures contract’s own maturity. The…

FuturesOptionsDerivatives pricing
Quant Q&A

The discussion separates a futures contract’s initial market value from its price, economic exposure, and the obligations created by taking a position. At a market transaction price, the contract typically starts with zero market value, while the long still…

FuturesDerivatives pricingMarket microstructureRisk management
Quant Q&A

This exchange concerns transforming the Black–Scholes equation from an underlying spot price to a forward or futures price to obtain an equation for options on futures. The question gives the relationship between spot and forward prices and presents the…

OptionsFuturesDerivatives pricing
Quant Q&A

The document asks how to profit if one asset earns a higher return than another over a fixed period, regardless of whether either asset rises or falls. The answers identify a pair trade as a direct way to express that view: go long the expected outperformer…

Pairs tradingEquitiesFuturesOptions
Quant Q&A

The document describes a forecasting setup for daily commodity prices using an LSTM network and predictor variables drawn from current and lagged observations. The author asks whether forecast accuracy can determine if the model is suitable for managing…

CommoditiesMachine learningRisk managementFutures
Quant Q&A

The document asks how futures positions can change a portfolio’s beta, referring to a textbook explanation that reduces beta by cutting short futures contracts and raises it by adding long contracts. The underlying idea is that a futures position contributes…

FuturesRisk managementPortfolio construction
Quant Q&A

The document explains two labels that may appear on otherwise similar futures listings: “full” and “only.” The answer interprets them as references to trading sessions. “Full” denotes the broader CME Globex session, while “only” refers to the open-outcry…

FuturesCommoditiesMarket microstructure
Quant Q&A

The note explains why the Nifty 50 level observed at 3:30 pm may differ from the price used to settle index options on expiry. The answer states that the settlement price is based on a weighted average of prices during the final 30 minutes of the expiry day.…

OptionsFutures
Quant Q&A

The document asks how to value a tracker certificate linked to a basket of index futures. It compares this with a proposed approach for an equity-index tracker: project the underlying using a forward curve, then discount using a discount curve. The question…

FuturesDerivatives pricing
Quant Q&A

The discussion compares ways to hold a long-term view on oil: physical storage, futures, oil-company shares, and other instruments. Physical oil requires storage infrastructure, while rolling futures can incur costs or benefit from the shape of the forward…

CommoditiesFuturesEquitiesOptions
Quant Q&A

The discussion explains that an issuer can create a contract whose payoff tracks an asset such as gold by promising clients a cash settlement tied to a defined reference price. This is primarily a contractual arrangement. An exchange traded fund, product, or…

Derivatives pricingRisk managementCommoditiesOptions
Quant Q&A

The discussion addresses conflicting published tick sizes for Nikkei 225 mini futures. One third-party futures profile lists a ten-point increment, while the exchange’s product page states a five-yen tick worth ¥500 per contract. The accepted answer says the…

FuturesMarket microstructureExecution
Quant Q&A

The document raises two modeling issues when applying stochastic quanto pricing formulas to crypto futures and perpetual swaps. First, it questions what domestic discount rate to use when the contract is settled in bitcoin, given the absence of a…

CryptoFuturesPerpetual futuresDerivatives pricing
Quant Q&A

The note surveys several forms of arbitrage and relative-value trading rather than developing one strategy in depth. Examples include capital-structure and convertible-bond trades, merger and latency arbitrage, ETF and index arbitrage, and relative-value…

ArbitrageFuturesCryptoEquities
Quant Q&A

The note explains how to estimate fair value for a futures contract using the cost-of-carry relationship. For an index future, it relates the spot index level to financing over the contract term, adjusted for income such as dividends. The same idea can be…

FuturesDerivatives pricingCommoditiesCarry
Quant Q&A

The discussion explains a common source of discontinuities when building return series for standardized contracts such as IMM swaps or credit default swaps. A fixed-maturity CDS quote can remain stable across a roll date, while its label as an on-the-run…

Fixed incomeDerivatives pricingBacktestingFutures
Quant Q&A

The document discusses how to size the legs of a steepening yield-curve trade using Treasury futures. It clarifies that futures prices are market quotes; the practical sizing question is how many contracts to hold on each side. One common approach is DV01…

FuturesFixed incomeRisk managementPosition sizing
Quant Q&A

The document explains why a futures contract’s implied repo rate may be higher when the short delivers on the last eligible date rather than the first. The key detail is that the invoice price includes accrued interest in addition to the futures price…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document examines whether a short run of profitable manual trades in equity-index futures can support expectations of unusually high annual returns. The responses caution that a small number of recent trades is weak evidence for persistent skill, and…

FuturesEquitiesRisk managementBacktesting