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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

4,574 documents

Quant Q&A

The discussion considers how to assign benchmark weights to currencies when constructing a currency portfolio with Black–Litterman optimization. Currency weights require a chosen base currency and a defined date and rebalancing frequency. Possible weighting…

ForexPortfolio constructionMulti-asset
Quant Q&A

The discussion answers where Python strategies can send live orders across markets, distinguishing execution connectivity from Python’s role in research or backtesting. It names Interactive Brokers’ APIs and tools, including IBPy, IB Gateway, and Trader…

ExecutionEquitiesOptionsFutures
Quant Q&A

The document distinguishes the market price of a currency forward from the cost of hedging measured relative to spot. Covered interest rate parity links the two: under parity, the forward-to-spot ratio equals the ratio of the two currencies’ gross interest…

ForexDerivatives pricingCarry
Quant Q&A

The document explains how to compare a quoted currency forward rate with a no-arbitrage rate derived from borrowing and lending rates. When the quoted rate differs, the arbitrageur buys the currency through the cheaper route and sells it through the more…

ForexArbitrageFixed incomeDerivatives pricing
Quant Q&A

The discussion compares broker and vendor APIs for collecting real-time and historical market data, especially for US futures, equities, and market depth. It contrasts Interactive Brokers’ update intervals with services that offer tick data, historical…

FuturesEquitiesForexMarket microstructure
Quant Q&A

The document clarifies that overnight (ON) and tomorrow-next (TN) FX quotes refer to swaps with two settlement dates, rather than ordinary forward tenors. ON exchanges the base currency between today and tomorrow; TN exchanges it between tomorrow and the…

ForexDerivatives pricingMarket microstructure
Quant Q&A

The document distinguishes a currency’s convertibility from whether an FX contract delivers the currency. A currency may be difficult or restricted to convert because of capital controls or limited market access, while a non-deliverable forward settles its…

ForexDerivatives pricing
Quant Q&A

The document explains how to derive the value at an intermediate time of an FX forward whose underlying spot rate is simulated in a Monte Carlo model. It rewrites the value as the difference between the current forward exchange rate for maturity and the…

ForexDerivatives pricingFixed income
Quant Q&A

The document considers pricing options on an illiquid currency pair when only one bank provides option quotes. It asks whether historical realized volatility can support implied volatility estimates, how a market maker might account for a risk premium, and…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document discusses pricing single- and double-window barrier options, whose barriers are monitored only during a specified interval within the option’s life. It cautions that closed-form formulas are generally limited to Black–Scholes settings with…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document poses a currency risk management exercise for a Czech company with a euro payable due at month end and an expected euro receipt halfway through the month whose arrival is uncertain. It asks how to hedge the exposure using futures, calculate the…

FuturesForexRisk managementPosition sizing
Quant Q&A

The document asks why a vendor’s chart of the difference between US and UK ten-year government bond yields changes when the spread is displayed in pounds instead of left as a simple yield subtraction. The reported explanation is that the currency setting…

Fixed incomeMulti-assetForex
Quant Q&A

The document shows how to infer a cross exchange rate from two rates quoted against the same currency. Under a no-arbitrage assumption, EUR/USD is obtained by dividing EUR/JPY by USD/JPY. If EUR/JPY rises by 20% while USD/JPY rises by 25%, the new ratio is…

ForexArbitrage
Quant Q&A

The document compares two ways to value cross-currency swap cash flows: convert foreign payments using FX forwards and discount in the base currency, or discount foreign payments on a basis-adjusted curve before converting at spot. The answers say these…

Fixed incomeForexDerivatives pricingArbitrage
Quant Q&A

The document discusses how to compare foreign exchange trading venues and related technology vendors when public materials do not disclose concrete details such as latency, costs, liquidity, or protocol capabilities. The replies first clarify that electronic…

ForexExecutionMarket microstructure
Quant Q&A

The document explains why a currency hedge can have an apparent annual cost even when a forward contract produces no profit or loss if the exchange rate at maturity matches the agreed forward rate. The key point is that the forward rate already reflects the…

ForexFixed incomeCarryDerivatives pricing
Quant Q&A

This discussion diagnoses a mismatch between a foreign exchange vanilla option price calculated with a Black–Scholes framework and a Bloomberg quote. The replies focus on conventions that can materially change the result: whether the exchange rate is quoted…

ForexOptionsDerivatives pricing
Quant Q&A

The discussion distinguishes randomness from independence and reviews ways to examine financial time series. It points to variance-ratio tests as evidence against a simple random-walk model, and suggests that outcomes may vary with sampling interval, market…

StatisticsMarket microstructureForex
Quant Q&A

The document considers execution risk in a two-market foreign exchange arbitrage. If one leg fills and the other does not, the position is exposed rather than hedged. The question proposes crossing the spread to complete the missing leg, waiting briefly…

ForexArbitrageExecutionMarket microstructure
Quant Q&A

The document examines an open foreign-exchange forward that lets its holder choose when to draw down or settle within a defined period, while requiring the full amount by maturity. The accepted response treats this flexibility as an option-like feature: at…

ForexDerivatives pricingOptionsVolatility
Quant Q&A

The document discusses whether a mark-to-market cross-currency swap with notional resets can serve as an effective hedge of foreign-exchange exposure under IFRS 9. It focuses on a hypothetical derivative used to represent the hedged item, noting a potential…

ForexDerivatives pricingFixed incomeRisk management
Quant Q&A

The document decodes a short market comment about a two-month Turkish lira put, describing an option with a five-delta level, a strike of 8, and a premium of 0.6%. In FX quoting terms, the position is a USD call and TRY put, with the strike expressed as…

ForexOptionsDerivatives pricing
Quant Q&A

This discussion explains how to align indicators with tick-level backtests when the indicators are usually defined on daily data. For an indicator intended to use daily observations, one approach is to aggregate the ticks into daily closes, calculate the…

ForexTechnical indicatorsBacktestingMarket microstructure
Quant Q&A

The document presents a question about replicating an FX volatility-smile construction method, focusing on how to interpret a delta-related quantity defined using call and put deltas at the strike associated with a specified put delta. The questioner is…

ForexOptionsVolatilityDerivatives pricing