Skip to content

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

19 documents

FMZ forum

The article explains a countertrend martingale approach in which a trader adds to a losing position at set price intervals, hoping a later reversal will recover accumulated losses. It works through a foreign exchange example with equal size additions and…

ForexMean reversionPosition sizingRisk management
FMZ forum

R-Breaker uses the previous session’s high, low, and close to calculate six reference levels for the current session. The document contrasts this setup with conventional pivot points and describes a hybrid approach: reversal trades are considered when price…

ForexTechnical indicatorsBreakoutMean reversion
FMZ forum

The article explains grid trading combined with Martingale position sizing and distinguishes traditional, hedged, and trend-oriented variants. Traditional grids place multiple pending orders with fixed, multiplied, or percentage-based sizing. Hedged grids…

ForexGrid tradingPosition sizingRisk management
FMZ forum

The article compares eight forex expert advisers built around Martingale or grid trading. It describes their entry filters, position sizing, grid spacing, and exit methods. Examples include trend or oscillator filters for initial trades, ATR-based spacing,…

ForexGrid tradingRisk managementPosition sizing
FMZ forum

This article recounts ten episodes it labels currency wars, moving from early paper money and metallic standards through sterling and dollar dominance, the breakdown of Bretton Woods, Latin American debt, Japan's Plaza Accord, European exchange-rate turmoil,…

ForexFixed incomeMulti-assetChina markets
FMZ forum

The article distinguishes following a visible trend from trying to anticipate how large participants may use crowded positioning. It argues that traders should first assess the broader trend, while recognizing that directions can differ across chart time…

Trend followingSentimentForexCommodities
FMZ forum

The author reflects on losses in leveraged forex trading and explains two staking approaches using a fair coin game. A martingale raises stakes after losses and depends on effectively unlimited capital; a reverse martingale risks a fixed fraction of current…

ForexRisk managementPosition sizingStatistics
FMZ forum

The document presents reusable M-language modules for quantitative trading, including percentage price change, new highs, price and volume surges, narrow ranges, moving-average alignment, prior-high locations, and price gaps. It also outlines moving…

ForexBreakoutTechnical indicatorsMomentum
FMZ forum

The article distinguishes broker internalization, described as betting directly against a client’s unforwarded order, from market making, where a firm posts two-sided prices and supplies liquidity. It explains that a broker routing a client order to…

ForexMarket makingMarket microstructureExecution
FMZ forum

The document argues that traders should treat stop losses as a planned risk-control rule rather than an emotional response to a losing position. It uses the “Alligator Principle” to illustrate why delaying an exit after recognizing a trade is wrong can…

Risk managementPosition sizingEquitiesForex
FMZ forum

The article explains trading as the transfer of risk between participants. It distinguishes investors, who buy underlying businesses or assets for long-term value, from traders who trade financial contracts and focus on price. It describes hedging as a way…

Market microstructureRisk managementFuturesForex
FMZ forum

This article explains triangular arbitrage using three currencies and temporarily inconsistent exchange rates. It first illustrates how to compare a directly quoted cross rate with a synthetic rate derived through two other currency pairs. If the three…

ForexArbitrageHigh-frequency tradingExecution
FMZ forum

The document explains how forex pairs are structured, distinguishing the base currency from the quote currency, and describes common currency groupings such as major, commodity-linked, perceived safe-haven, high-yield, and risk-sensitive currencies. It…

ForexMarket microstructureExecution
FMZ forum

The article describes a discretionary system-building process and a trend-following approach intended to withstand prolonged sideways markets. Its central method uses a higher timeframe to define direction and manage the trailing stop, while a lower…

Trend followingTechnical indicatorsRisk managementForex
FMZ forum

The document describes an intraday volatility breakout approach proposed for EUR/USD and the DAX on 30-minute and hourly charts. It compares a one-period average true range with an average daily high-low range calculated over the prior three days. When…

ForexFuturesBreakoutVolatility
FMZ forum

The document presents a flow-based framework for macro trading, arguing that traders should study how liquidity and credit move through central banks, commercial banks, companies, and shadow banks. It explains how bank lending creates deposits, why…

Multi-assetFixed incomeForexMarket microstructure
FMZ forum

The article explains that trading outcomes depend on both the proportion of winning trades and the average size of wins relative to losses. It gives examples intended to show that a low win rate can still be profitable when average wins are much larger,…

ForexRisk managementPosition sizingStatistics
FMZ forum

The document explains Last Look in decentralized foreign-exchange trading: a liquidity provider may review and reject an order even after it matches a displayed quote. It places the practice within the traditional quote process of inquiry, quote, execution,…

ForexExecutionMarket microstructure
FMZ forum

The article introduces support vector machines for classifying next-day currency returns. It explains maximum-margin boundaries, soft margins that allow some classification errors, and the kernel trick for representing nonlinear boundaries in a…

ForexMachine learningStatisticsBacktesting