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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 post investigates a small discrepancy between an AUD/USD vanilla option premium and implied volatility calculated to match a commercial pricing engine. The example has the premium date equal to the delivery date, and the author suspects that discounting…

ForexOptionsDerivatives pricing
Quant Q&A

An FX risk reversal combines a call and a put with the same delta, and the document explains how dealers quote the bid and offer for that package. For a 25-delta EUR call and put, the package bid corresponds to buying the call and selling the put; the offer…

ForexOptionsDerivatives pricing
Quant Q&A

A trader describes accidentally opening a USD/RUB position at an unintended price after misreading decimal notation and the displayed spread. As the spread narrowed, the reported loss fell, but the trader eventually closed the position at a loss. The account…

ForexExecutionMarket microstructureRisk management
Quant Q&A

The document considers whether currency positioning data precedes price movements. It describes applying Granger causality tests to paired positioning and price series, with several lags, and advises interpreting the p-values against the null hypothesis of…

ForexStatisticsBacktesting
Quant Q&A

The document discusses whether currency futures or spot markets typically lead price discovery, including during news events. Its response describes major electronic spot venues and CME futures as interconnected liquidity pools. It says futures prices should…

ForexFuturesMarket microstructureExecution
Quant Q&A

The document derives a static option representation for an exchange-rate-linked payoff that pays nothing below a lower threshold, rises over an intermediate range, and is capped at a fixed amount above an upper threshold. By rewriting the payoff in terms of…

ForexOptionsDerivatives pricing
Quant Q&A

The document compares FX forwards and swaps as tools for managing future currency cash flows. A forward fixes an exchange rate for a single future settlement, making it suitable when an exporter knows the amount and timing of foreign-currency receipts and…

ForexRisk managementDerivatives pricing
Quant Q&A

The document explains how to represent foreign and domestic interest rates when pricing an option on a currency pair. In its AUD/USD example, the question is whether the Australian deposit rate acts like a dividend yield and whether the pricing function…

ForexOptionsDerivatives pricing
Quant Q&A

The document asks whether leverage should multiply entry and exit prices when calculating profit and loss on a CFD or forex trade. Its accepted explanation separates price profit from financing: profit is the exit price minus the entry price, while funding…

ForexRisk managementPosition sizingExecution
Quant Q&A

The document explains why early exercise can be optimal for an American put on foreign currency. It relates foreign exchange options to options on dividend-paying stocks: holding foreign currency earns the foreign risk-free rate, which acts like a dividend…

ForexOptionsDerivatives pricingArbitrage
Quant Q&A

The question seeks a hindsight trading sequence from OHLC forex bars, subject to leverage, spread, and a lookahead window intended to reduce exposure near whipsaws. The proposed method is to formulate the sequence of positions across bars as a candidate…

ForexBacktestingPosition sizingRisk management
Quant Q&A

The document considers whether donated historical tick data can support a free public market-data service. Its main lesson is that collecting and redistributing intraday data involves legal and operational obligations: a distributor may need agreements with…

Market microstructureExecutionEquitiesForex
Quant Q&A

The discussion considers why a binomial model for an exchange rate can produce different risk-neutral up probabilities when constructed from the domestic and foreign currency perspectives. It clarifies that risk and returns are measured in the investor’s…

ForexStatisticsDerivatives pricing
Quant Q&A

The document discusses aggregating hourly market data into daily open, high, low, and close bars whose boundaries follow trading sessions rather than UTC calendar days. The motivating example spans the Asian session through the New York close, with a day…

FuturesForexMarket microstructureExecution
Quant Q&A

The document asks whether one-year volatility for a cross currency pair such as GBP/JPY can be inferred directly from the volatilities of GBP/USD and USD/JPY. The response points to material on converting foreign exchange volatility surfaces between base…

ForexVolatilityStatistics
Quant Q&A

The document collects possible sources for historical end-of-day foreign exchange prices, including broker quote archives, a free exchange-rate service, central-bank publications, and a commercial historical-price provider. It emphasizes that a daily FX…

ForexCommoditiesStatistics
Quant Q&A

The question asks why a QuantLib Black delta calculator appears to convert between delta and strike without using time to expiry. The accepted explanation is that expiry is already reflected in the calculator’s inputs: discount factors for the relevant rates…

OptionsForexDerivatives pricing
Quant Q&A

The document asks how to align daily returns from markets with different holidays when regressing a Japanese stock on the S&P 500. The response says alignment should follow the prediction or relationship being studied, and notes that simply matching calendar…

EquitiesStatisticsUS marketsForex
Quant Q&A

The document explains why converting a standard FX option value into a different premium currency can be straightforward in some contracts but incorrect for others. It distinguishes a payoff that converts the underlying currency amount at the prevailing…

ForexOptionsDerivatives pricing
Quant Q&A

The document compares FX swaps, cross-currency swaps, and cross-currency basis swaps, then applies those distinctions to a Malaysian company issuing a Singapore-dollar bond. It explains that an FX swap exchanges principal at the start and end, while…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The note explains how to infer an AUD funding basis from FX swap or forward prices by comparing the observed spot and forward exchange rates with the relevant AUD and USD interest rates. Using OIS rates yields a basis relative to those benchmarks; another…

ForexFixed incomeCarryMarket microstructure
Quant Q&A

The discussion reviews whether ideas associated with Mandelbrot, including multifractal processes and fractional Brownian motion, have led to useful asset price forecasts. It notes that estimating the Hurst exponent is a key step, but can be difficult.…

StatisticsForex
Quant Q&A

The document explains why one candle’s close and the next candle’s open may not match. A common cause is a market closure: information arriving while trading is halted can be reflected in the reopening price. This can create gaps between daily stock candles…

Technical indicatorsMarket microstructureForexEquities