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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 explains a historical simulation approach to estimating Value-at-Risk for an equity portfolio hedged with futures. For each observation in a chosen historical window, apply the equity return and futures return from the same past period to…

EquitiesFuturesRisk managementStatistics
Quant Q&A

The document explains that physical electricity derivatives specify delivery over a defined period and at a stated capacity, rather than delivering a lump of energy at one instant. A capacity contract therefore corresponds to energy supplied across the hours…

FuturesCommoditiesOptionsMarket microstructure
Quant Q&A

The document explains that the meaning of a futures market “open” depends on the session convention. Although electronic futures trade nearly around the clock, data services may mark the daily open at the prior evening’s reopen, a period described as…

FuturesBreakoutUS marketsBacktesting
Quant Q&A

The discussion addresses a European call option expiring at time T on a forward contract that matures later, at T′. It distinguishes the option’s payoff from the value of the forward contract and presents a Black–Scholes-based pricing shortcut. The response…

OptionsFuturesDerivatives pricingVolatility
Quant Q&A

The document asks how to hedge an SX5E option expiring in a month when SX5E futures are listed only at quarterly expiries. The response describes using an underlying exposure for delta hedging, analogous to hedging an equity option with its stock. It also…

OptionsFutures
Quant Q&A

The document asks why a chart of continuous 10-year Treasury futures prices against 10-year yields does not show the familiar curved price–yield relationship of an individual bond. Its explanation is that the futures contract can be settled through delivery…

Fixed incomeFuturesUS marketsDerivatives pricing
Quant Q&A

The exchange describes a common fixed-income application of principal component analysis: analyzing changes in yields across maturities. The first three components are characterized approximately as level, slope, and curvature, and are said to capture most…

Fixed incomeFuturesPortfolio construction
Quant Q&A

The document explains how bank balance-sheet costs can affect Treasury futures net basis trades. In a long basis position, the investor buys a Treasury bond, finances it through repo, and sells conversion factor weighted futures. The trade depends on actual…

FuturesFixed incomeCarryRisk management
Quant Q&A

The document distinguishes forward prices from futures prices by presenting textbook definitions and a practical explanation. A forward price is the delivery price that makes a forward contract’s value zero when entered. The cited definition of a futures…

FuturesDerivatives pricingFixed income
Quant Q&A

The document explains how financing costs enter an equity forward price through the cost of carrying the stock until delivery. A forward can be understood by comparing its payoff with a position that holds the underlying equity and finances that purchase.…

EquitiesFuturesCarry
Quant Q&A

The document addresses how to summarize commodity futures volumes by commodity and tenor, with purchases positive and sales negative. The suggested workflow first converts each trade’s volume into a signed quantity using its buy or sell direction. It then…

CommoditiesFuturesPosition sizing
Quant Q&A

This note explains why Good Friday treatment in the US Government Securities business calendar can affect SOFR fixings and interest-rate derivative schedules. The calendar follows SIFMA recommendations for trading in US government securities, so whether SOFR…

Fixed incomeFuturesUS markets
Quant Q&A

The discussion considers which interest rate belongs in pricing exchange-traded futures and options, especially when inferring dividends or financing from index derivatives. Its central distinction is between the rate credited on collateral or margin and the…

FuturesOptionsDerivatives pricingEquities
Quant Q&A

The document describes a yield curve steepening or flattening position built from two year and ten year Treasury futures. The proposed steepener buys two shorter maturity contracts and sells one longer maturity contract, with the reverse position used for…

FuturesFixed incomeVolatilityRisk management
Quant Q&A

The document gathers reading suggestions for learning about commodity markets, with an emphasis on electricity. The original question seeks resources on energy products, pricing, links to quantitative strategies, and research on forecasting power prices. The…

CommoditiesFuturesDerivatives pricing
Quant Q&A

The document explains how to construct a curve for valuing a USD interest rate swap whose floating leg references three-month LIBOR. It organizes market inputs by maturity: LIBOR spot rates at the short end, futures or forward rate agreements in the middle,…

Fixed incomeDerivatives pricingFuturesBacktesting
Quant Q&A

The document explains how to interpret a Treasury bond futures quote when the delivery date, accrued interest, and specific bond to be delivered are not yet known. It says the quoted futures price is grounded in the cheapest-to-deliver principle: among…

FuturesFixed incomeDerivatives pricing
Quant Q&A

This note distinguishes quarterly swaps on regular calendar rolls from quarterly swaps on IMM dates. For a regular quarterly schedule, fixing and accrual start dates align as closely as possible with the recurring roll date, subject to holiday adjustment.…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document describes how standard VIX option delta is generally measured against the corresponding maturity VX futures contract rather than spot VIX. It outlines a first order hedge calculation that accounts for both the option’s delta and the difference…

OptionsFuturesVolatilityDerivatives pricing
Quant Q&A

The document considers how a bank could hedge a seeded portfolio of global equities when its goal is to build a performance record without taking much market risk. It asks whether to hedge each market’s equity exposure with futures or adjust the hedge for…

EquitiesFuturesRisk managementPortfolio construction
Quant Q&A

The note explains how to estimate a bond futures contract’s DV01 from the DV01 of its cheapest-to-deliver (CTD) bond. It gives a conversion-factor adjustment and a small repo-related adjustment: when the net basis is assumed to be zero, the futures DV01 is…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document examines dealer profits from shorting when issued Treasury securities ahead of an auction and covering the position at the auction clearing yield. It asks why a stop through, where the auction yield is below the when issued yield, could mean a…

Fixed incomeFuturesExecutionMarket microstructure
Quant Q&A

The discussion distinguishes the cost of trading an index portfolio from the price of a futures contract on the index. Because an index is a calculated measure rather than a directly traded asset, its forward price is generally derived from the index level,…

FuturesDerivatives pricingArbitrageEquities
Quant Q&A

The document considers how to store end-of-day options data for futures when one person needs historical analysis rather than shared or real-time access. The questioner describes organizing records by underlying, expiration chain, date, strike, and call or…

OptionsFuturesMarket microstructure