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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 document explains the cash flows of a resettable EUR/USD cross-currency basis swap. It corrects a worked example’s direction of the initial currency exchange and basis spread, then describes how periodic notional resets affect interest and principal…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The question considers pricing a call on a foreign equity whose domestic-currency value is defined as the foreign share price multiplied by the exchange rate raised to a fractional power. It asks whether the drift obtained by applying Itô’s lemma under the…

ForexEquitiesOptionsDerivatives pricing
Quant Q&A

This question asks whether otherwise identical derivative payoffs should have the same value when paid in different currencies, given a fixed USD SOFR collateral agreement. It compares a fixed sterling payment with payments converted at the future GBP/USD or…

Derivatives pricingForexFixed income
Quant Q&A

This brief exchange asks which discount curves market participants use to value FX forwards under collateralized and uncollateralized arrangements. The response points readers to research on collateral currency choice, multiple swap curves, and…

ForexDerivatives pricingFixed income
Quant Q&A

The document examines a proposed foreign exchange carry trade based on differences between brokers that accrue rollover interest continuously and those that apply it at a daily cutoff. The proposed trade briefly holds a high-yield currency position through…

ForexCarryArbitrageExecution
Quant Q&A

The document examines an apparent price gap between Telecom Argentina’s New York listed American depositary receipts and its locally traded shares. The question is whether the difference creates a cross-market arbitrage opportunity, given the apparent…

EquitiesArbitrageForexUS markets
Quant Q&A

The document considers a ten-day, 99 percent value-at-risk estimate for a portfolio of options on the USD/GBP exchange rate. It presents a delta-equivalent position and a daily-volatility-based calculation that scales daily risk by the square root of the…

ForexOptionsRisk managementVolatility
Quant Q&A

The document presents a discrete-time stochastic model for an exchange rate within a target zone. Its components include a drift linked to the interest-rate differential, a reference rate, a coefficient representing central-bank leaning against exchange-rate…

ForexStatisticsBacktesting
Quant Q&A

The document derives how premium-adjusted Greeks differ from Black–Scholes Greeks when an option is settled in a currency different from the underlying’s currency. In the example, the option value in the settlement currency is the value in the underlying…

OptionsDerivatives pricingForex
Quant Q&A

The document asks whether a time-delay neural network (TDNN) could use economic-calendar information to predict forex prices. Its motivating challenge is that news effects may persist beyond the release time and may appear in market movements beforehand, so…

ForexMachine learningEvent-driven
Quant Q&A

The document asks how a trader whose account is denominated in SEK can profit when the RUB weakens, and whether buying USD/RUB means simply buying USD. The answer models a long USD/RUB position as exposure to 100 USD against a short position of 100 RUB. When…

ForexRisk management
Quant Q&A

The document describes a forex market-making bot that places offers around the mid price and refreshes them at regular intervals. In the market described, thin order books can cause sharp mid-price jumps after a large order; the moves are said to last…

ForexMarket makingVolatilityExecution
Quant Q&A

The document asks how to combine daily equity curves from strategies trading commodities and currencies, with the goal of maximizing the portfolio Sharpe ratio. The reply points to Modern Portfolio Theory and the Markowitz model, which allocates across…

Portfolio constructionRisk managementCommoditiesForex
Quant Q&A

This question asks how to express a foreign short-rate model under the domestic risk-neutral measure so both domestic and foreign rates can be simulated consistently. It introduces correlated Brownian motions under different measures and a spot FX process…

ForexFixed incomeStatistics
Quant Q&A

The document considers hedging a USD corporate bond into GBP using either rolling three-month FX forwards or a cross-currency swap, with rates risk hedged separately through interest rate swaps. It asks how to compare the approaches’ costs as an effect on…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The document explains why implied volatility often rises away from the at-the-money strike, drawing on three complementary interpretations. One links smile curvature to higher moments of the return distribution: convexity can reflect positive excess…

OptionsVolatilityDerivatives pricingForex
Quant Q&A

The document examines why lower yields on Hong Kong dollar government bonds than on US dollar bonds do not necessarily create a risk-free arbitrage, even though the currencies are pegged. The responses identify possible loss of the peg, restrictions on…

Fixed incomeForexRisk managementUS markets
Quant Q&A

The document asks why a foreign-currency forward can be treated as a linear instrument for value-at-risk analysis. The quoted textbook framing represents a forward to buy foreign currency as a long position in a foreign bond and a short position in a…

ForexRisk managementDerivatives pricing
Quant Q&A

The document derives a closed-form price for a European currency call when domestic and foreign interest rates follow Hull–White dynamics and spot FX has constant volatility. It changes from the domestic risk-neutral measure to the domestic maturity-forward…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document describes why valuation of the foreign leg of a mark-to-market cross-currency swap can require a convexity adjustment. It writes the foreign-leg cash flows and explains that the relevant expectation is taken under the domestic measure, while the…

Fixed incomeForexDerivatives pricingVolatility
Quant Q&A

The document explains that novating a non-deliverable forward does not necessarily change its risk-free forward mark to market. The effect depends on how the trading desk separates the contract’s market value from adjustments for counterparty exposure,…

ForexDerivatives pricingRisk managementExecution
Quant Q&A

The document explains ways to obtain FX forward prices and points through Bloomberg and Excel, and gives theoretical pricing relationships based on spot rates and the interest-rate differential between two currencies. It describes a swap as combining spot…

ForexDerivatives pricing
Quant Q&A

The document asks how to classify an FX forward whose currency exchange occurs after its stated maturity date. In the example, the forward rate is set for an earlier expiry, while settlement is delayed by a month. It also asks whether gross settlement, with…

ForexDerivatives pricing
Quant Q&A

The document derives the domestic-currency value of an FX forward that pays the difference between the spot exchange rate at maturity and a contracted strike. It starts with the domestic risk-neutral discounted expected payoff, then changes to the domestic…

ForexDerivatives pricingFixed income