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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 how to adjust a short options position when its aggregate delta moves from neutral to positive. To bring delta back toward zero, the answer recommends selling the underlying, such as its futures contract. The position’s reported Greeks…

OptionsFuturesRisk management
Quant Q&A

The discussion explains the Eurodollar Synthetic Forward Curve as a futures-implied curve that can serve as a reference for short-maturity bond analysis. It is built from Eurodollar futures prices, which imply forward rates. In the cited ABS convention,…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The discussion considers whether two principal components can recover theoretical prices for futures contracts when the components were computed from cumulative log differences. It explains that reconstruction depends on how much of the original variation…

FuturesStatisticsFactor investing
Quant Q&A

The document outlines two broad ways to gain leveraged exposure to an underlying security. Loan based approaches use the purchased asset as collateral, as with a broker margin loan; bond traders also use repo financing. These methods involve borrowing…

EquitiesFuturesOptionsFixed income
Quant Q&A

The document discusses comparing long basis positions in Treasury futures, using the TU and FV contracts as examples. The questioner considers ignoring option value, compares quoted cheapness in basis points, and asks whether expected profit on a fixed…

FuturesFixed incomeCarryRisk management
Quant Q&A

The document explains why rolling a futures position is associated with a price difference even though the expiring contract’s profit or loss has already been realized. It distinguishes an immediate cash payment from the economic effect of moving exposure to…

FuturesCarryBacktestingDerivatives pricing
Quant Q&A

The document addresses why an S&P E-mini futures opening price may differ substantially from the prior reported close. Its central point is that “open” and “close” are defined prices whose calculation depends on the security and exchange rules. An opening…

FuturesMarket microstructureUS markets
Quant Q&A

The discussion considers whether broker choice and market access can reduce latency and slippage for a futures trader using frequent round trips. Answers describe services available at the time, including direct market access, configurable order routing,…

FuturesHigh-frequency tradingExecutionMarket microstructure
Quant Q&A

Futures do not always require delivery of a physical asset. Contracts referencing rates, volatility measures, commodity indices, or equity indices can settle in cash: the parties exchange an amount based on the contract’s final value rather than transferring…

FuturesDerivatives pricingVolatility
Quant Q&A

The document raises a notation question about put–call parity: why one presentation gives the call-minus-put difference as a futures price, while another expresses it as a discounted difference between the forward price and strike. It asks whether this…

OptionsDerivatives pricingFutures
Quant Q&A

This note explains how the sensitivity of a three-month SOFR rate to an overnight-rate change after an FOMC meeting can be estimated. It compares the days in the post-meeting portion of the contract period with the full contract period. That fraction gives a…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document considers an investor who borrows euros to buy US stocks and wants to offset the resulting EUR/USD exposure with currency futures. It explains why matching the initial euro borrowing amount may not maintain a precise hedge: the value of the…

ForexFuturesEquitiesRisk management
Quant Q&A

The document considers how to remove seasonal patterns from agricultural futures data. Its answer cautions that seasonality can vary by commodity: planting, growing, and harvest schedules, including the number of harvests, may shape within-year patterns. It…

CommoditiesFuturesStatistics
Quant Q&A

The document asks how to model energy forward curves using a seasonal component plus a smooth deviation, and whether alternatives exist to the Lucia–Schwartz seasonality specification. It names the Gabillon two-factor model as one alternative, describing it…

CommoditiesFuturesStatistics
Quant Q&A

The discussion clarifies that the start and end periods in a CME futures margin table refer to ranges of contract expiration dates. They do not indicate calendar windows during which every contract receives the listed margin, nor do they simply assign a…

FuturesCommoditiesVolatilityRisk management
Quant Q&A

The document derives a spot-price stochastic differential equation from a model for futures prices whose volatility decays with time to maturity. Setting the spot equal to the futures price at maturity, it first rewrites the log spot using the initial…

FuturesCommoditiesStatistics
Quant Q&A

The document explains why a cumulative return comparison between IEF, a Treasury ETF, and front-month 10-year Treasury futures can be misleading. A continuous series of front-month futures prices may show a price gap when contracts are rolled, even though…

FuturesFixed incomeBacktestingRisk management
Quant Q&A

The document asks how to align volume bars from different futures so their returns can be used in multivariate analysis. It notes that each contract reaches a fixed traded-volume threshold at different times, making timestamps inconsistent, and cites volume…

FuturesMulti-assetMarket microstructureStatistics
Quant Q&A

The discussion examines an apparent futures cash-and-carry opportunity when a Treasury futures contract’s implied repo rate exceeds the actual financing rate. It explains that the spread is not necessarily risk-free: the trade uses balance sheet and…

FuturesFixed incomeArbitrageRisk management
Quant Q&A

The discussion addresses whether buying a Eurodollar futures contract produces a gain when its quoted price is unchanged from entry through expiration. Its central point is that a buyer who enters at 99.80 and settles at 99.80 has no price-based profit or…

FuturesFixed incomeForex
Quant Q&A

The document explains why currencies and futures can be treated as assets with known yields. The key idea is that an investor can combine a spot position with an offsetting forward or futures position, setting the future sale price in advance. For a currency…

ForexFuturesCarry
Quant Q&A

The document asks why short-term repo implied by Euro Stoxx 50 options can be materially higher than repo implied by options on constituent shares, and whether index financing should match an average of single-stock financing. The response emphasizes that…

OptionsEquitiesFuturesMarket microstructure
Quant Q&A

The document asks for a derivation of the convexity adjustment between forward rate agreements and futures rates under the Ho–Lee short-rate model. It specifies that the short rate evolves with a time-dependent drift and constant volatility, and states a…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document points readers interested in yield curve spread trading with Treasury futures toward CME Group educational pamphlets on inter-commodity interest rate spreads and yield curve spread trades. It names the topic through examples such as NOL, NOB,…

FuturesFixed income