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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 explains the setup for hedging a spot exposure with a futures position. It models the change in spot price as a linear function of the futures price change, plus an intercept and an error term. For a position long one unit of the spot asset and…

FuturesRisk managementStatisticsPosition sizing
Quant Q&A

The document clarifies that a reported short-interest figure for VIX futures can refer to the short positions held by a particular trader category, rather than to all outstanding futures contracts. The cited Bloomberg series represents CFTC Commitments of…

FuturesVolatilitySentiment
Quant Q&A

The note addresses how to reduce a panel of NIFTY calls and puts across strikes and expiries to a daily option series for lead-lag analysis against spot and futures. One suggestion is to select the most liquid at-the-money option, using bid-ask spread as a…

OptionsFuturesStatisticsVolatility
Quant Q&A

The document outlines a research project on whether weather, agricultural statistics, and other information can help explain or predict US soybean futures. It proposes narrowing the study to Illinois and examining how local conditions affect yields and…

FuturesCommoditiesMachine learningStatistics
Quant Q&A

The document considers how to incorporate temperature forecasts into a natural gas fair-value model, including which regions’ weather matters and whether regional temperatures should be averaged. The response describes a relationship between temperature and…

CommoditiesFuturesStatistics
Quant Q&A

The document examines whether shorting government bond futures or entering a payer interest rate swap is the cheaper way to hedge interest rate exposure. It compares a futures position, which may benefit from pull to par, with the stated fixed and floating…

Fixed incomeFuturesRisk managementExecution
Quant Q&A

The discussion surveys reported tools used to price and manage electricity and natural gas risk. One contributor cites neural networks in corporate trading technology. Another describes a broader toolkit spanning futures, forwards, swaps, and options,…

FuturesOptionsCommoditiesMachine learning
Quant Q&A

The document examines how to interpret the sensitivity of a commodity futures price to spot, contrasting a cost-of-carry expression that includes a convenience yield with an argument that daily futures settlement affects the futures-versus-forward…

FuturesCommoditiesDerivatives pricingRisk management
Quant Q&A

The document surveys choices for researching, backtesting, and running trading algorithms, including custom code and dedicated platforms. One contributor favors building a research workflow around personally managed data and scripts, arguing that this makes…

BacktestingExecutionEquitiesFutures
Quant Q&A

The document explains how to turn central bank meeting rate expectations into an overnight ESTR curve, then combine that curve with a separate ESTR-to-Euribor basis curve to estimate six-month Euribor rates for FRA pricing. Its example uses meeting dates as…

Fixed incomeDerivatives pricingFutures
Quant Q&A

This discussion explains why the cheapest-to-deliver (CTD) bond in a Treasury futures contract can change. It identifies several drivers: deliverable bonds age out of the basket, newly issued bonds may become cheapest to deliver, and small relative price…

Fixed incomeFuturesUS marketsMarket microstructure
Quant Q&A

The document asks how to measure portfolio sensitivity to dependence in a multivariate t-copula model, in a setting involving electricity futures and rank correlations estimated with Kendall’s tau-b. The proposed finite-difference calculation perturbs the…

FuturesStatisticsRisk managementPortfolio construction
Quant Q&A

The document considers how a wind generator might manage revenue risk when production is concentrated in low-priced nighttime hours and peak-to-off-peak spreads can turn negative. The responses describe baseload futures as a way to hedge expected volume and,…

FuturesCommoditiesRisk managementOptions
Quant Q&A

The discussion asks where to obtain open interest by strike and expiry for options on futures, including energy and equity index contracts. The accepted answer points to the exchange’s daily settlement information, which includes open interest data and can…

OptionsFuturesCommoditiesEquities
Quant Q&A

The document explains why holding futures with notional exposure equal to an index mandate may still fail to track the index. A futures position reflects financing and expected dividends through its cost of carry, while the investor also holds cash. Tracking…

FuturesEquitiesCarryExecution
Quant Q&A

The document raises a modeling question about fitting SVI-family implied volatility surfaces to options on commodity futures. Standard SVI fitting often imposes constraints intended to prevent calendar-spread and butterfly arbitrage. The concern is that…

OptionsFuturesCommoditiesVolatility
Quant Q&A

The explanation distinguishes the cost of carry from convenience yield in commodity futures pricing. Carry costs, such as the expense of holding inventory, make physical ownership less attractive. Convenience yield works in the other direction: it represents…

CommoditiesFuturesCarryDerivatives pricing
Quant Q&A

The document asks why a forward rate agreement settlement is discounted at the start of its underlying interest period, while a Eurodollar futures payment is described without that discount. The question frames the issue from a borrower’s perspective and…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document compares futures and options as hedges for an oil trading company with fixed-price sales linked to Brent. It describes a short futures position as offsetting the price exposure of a long commodity position, assuming the hedge matches the…

CommoditiesFuturesOptionsRisk management
Quant Q&A

The document lays out a worked approach to calculating Treasury futures gross basis, net basis, and implied repo rate from a cheapest-to-deliver bond. It covers coupon dates, accrued interest, coupon income, financing cost, and the delivery date choice. The…

FuturesFixed incomeDerivatives pricingExecution
Quant Q&A

The document outlines a starting point for assessing interest rate risk in a portfolio of Treasury cash securities and futures. It suggests looking for published DV01 information for futures, while noting that broader market data may require a commercial…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document asks where to obtain real-time market data at millisecond or microsecond intervals for charting many symbols together. The team describes a visualization workload involving hundreds or thousands of feeds and says its desired feed would combine…

CryptoFuturesHigh-frequency tradingMarket microstructure
Quant Q&A

The question examines why futures-based exchange-traded products can decline over time in contango, using crude-oil and volatility products as examples. It distinguishes losses attributed to selling an expiring nearby contract and buying a more expensive…

FuturesVolatilityCommoditiesCarry
Quant Q&A

The document distinguishes a forward rate tied to specific calendar dates from a forward rate quoted for a rolling tenor. If the start and end dates remain fixed, the rate observed on a later valuation date reflects changes in the market’s forecast curve;…

Fixed incomeDerivatives pricingFutures