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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 raises a derivatives-pricing question about VXTY futures, whose contract specification references options on ten-year Treasury futures. The author distinguishes option selling, which involves receiving an option premium, from entering a futures…

FuturesOptionsFixed incomeDerivatives pricing
Quant Q&A

The document explains how exercise of a call option on a futures contract creates a futures position whose mark-to-market depends on its entry price. Because futures settle daily, the delivered position is treated as entered at the most recent settlement…

FuturesOptionsDerivatives pricing
Quant Q&A

The document explains how to convert a Treasury bond futures quote written in points and thirty-seconds into a percentage of par, then into a dollar contract value. In its example, the quote 91-12 means 91 plus twelve thirty-seconds, or 91.375 percent of…

FuturesFixed incomePosition sizingRisk management
Quant Q&A

The document explains why spoofing orders may avoid execution and what financial exposure remains for the trader. In the example, a large limit order is placed away from the current bid and ask to create pressure on prices, while the trader takes a position…

FuturesMarket microstructureExecutionRisk management
Quant Q&A

The note derives a forward price when an asset pays a deterministic proportional dividend before contract expiry. Its main method compares the forward payoff with a cash-and-carry position: borrow funds to buy the stock, account for the dividend cash flow,…

EquitiesFuturesArbitrageDerivatives pricing
Quant Q&A

Treasury futures allow the short to choose which eligible bond to deliver, creating a quality option for the short and affecting the futures price. If the cheapest-to-deliver bond is already known, pricing can be based on that bond’s forward price adjusted…

FuturesFixed incomeDerivatives pricingOptions
Quant Q&A

The discussion explains why out-of-the-money VIX puts expiring on a given date can lose value even when the spot VIX falls sharply. The key distinction is that VIX options are tied to the VIX futures contract for their expiration, not directly to the spot…

OptionsFuturesVolatilityDerivatives pricing
Quant Q&A

The document explains the notation for a EUR trade combining three forward-starting interest rates with different start dates and tenors. It identifies the position as a curve fly, where the intermediate point is the belly and the shorter- and longer-term…

Fixed incomeFuturesCarry
Quant Q&A

The document concerns how to compress a portfolio of long and short commodity forward or futures positions across delivery months into a single front-month-equivalent exposure. The goal is to approximate portfolio profit and loss using that exposure and the…

CommoditiesFuturesRisk managementPortfolio construction
Quant Q&A

The answer describes how to derive a forward rate from a simulated Hull–White short-rate path. At each simulated future time, use the current short rate in the model’s zero-coupon bond pricing expression, with the model’s time-dependent A and B terms, to…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The exchange clarifies that CME’s term SOFR figures are not simply another observation of the overnight rate. They are forward-looking term rates implied by trading in SOFR futures. This explains why the benchmark page can show rates for horizons such as six…

Fixed incomeFutures
Quant Q&A

The document clarifies how gross basis relates a bond’s cash price to a bond futures contract. It gives the relationship as bond price minus futures price multiplied by the bond’s conversion factor. This frames gross basis as the difference between the bond…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document asks what drives the price of a bond futures calendar spread when both contracts share the same deliverable basket and cheapest-to-deliver bond. The accepted answer identifies the forward repo rate implied by term repo rates extending to each…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document asks where to obtain inexpensive historical tick data for a futures contract, using NYMEX WTI crude as an example. Its answer explains that data price often reflects whether the feed preserves all reported activity or filters some events. A…

FuturesCommoditiesMarket microstructureExecution
Quant Q&A

The document considers whether large traders can manipulate e-mini futures and whether that possibility makes systematic trading impractical. Its answers distinguish ordinary market impact from deliberate manipulation: large buy orders can push prices up,…

FuturesMarket microstructureExecutionOptions
Quant Q&A

The document explains why futures are commonly quoted by their settlement or delivery price rather than by the contract’s present value. It places this convention alongside other market practices, such as quoting bonds by yield and options by implied…

FuturesCommoditiesDerivatives pricingMarket microstructure
Quant Q&A

An airline expects to buy jet fuel later and uses heating oil futures to reduce the risk that fuel prices rise before the purchase. Because the airline is exposed to higher costs if jet fuel rises, it takes a long position in the positively correlated…

CommoditiesFuturesRisk managementPosition sizing
Quant Q&A

The document addresses short-end SOFR curve construction when daily forward-rate jumps are desired at FOMC dates but available three-month futures do not provide enough independent instruments to identify every node. This creates an underspecified…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The discussion cautions against assuming that VIX futures will reliably offset losses in a long-only equity portfolio. VIX measures expected volatility, and it does not invariably rise when stocks fall; consequently, an inverse relationship with stock…

EquitiesFuturesVolatilityRisk management
Quant Q&A

This discussion examines how to compare a cash basket of S&P 500 constituents with an E-mini futures contract when assessing index arbitrage. It asks whether to aggregate constituent bid and ask quotes separately and discount those totals, or use mid prices…

EquitiesFuturesArbitrageMarket microstructure
Quant Q&A

The document asks how to construct term structures for ESTER and SOFR, daily reference rates that do not necessarily have established swap markets. It contrasts the usual curve-building approach with the limited instruments available for these newer…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document clarifies how open interest changes when futures positions are opened or closed, including a question framed around crypto exchanges. Open interest counts outstanding contracts, with each contract having both a buyer and a seller. It does not…

FuturesCryptoMarket microstructure
Quant Q&A

This exchange explains why SVXY, a daily inverse VIX futures exposure, did not lose all its value during the sharp volatility episode of February 2018. The key distinction is between the VIX index, which is calculated from options and is not directly…

VolatilityFuturesRisk managementUS markets
Quant Q&A

The document distinguishes the value of an un-margined forward from the daily cash flows of a marked-to-market futures contract. For a forward, the change in the comparable forward price represents a payoff at maturity; the value before maturity is that…

FuturesDerivatives pricingRisk management