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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

MQL5 code base

This expert-advisor description combines a historical candle-range comparison with a loss-responsive position size. It examines bullish and bearish bars over a configurable number of past days; if the summed size of bullish bars exceeds that of bearish bars,…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

The script constructs a Tic-Tac-Toe style chart for any symbol and timeframe. Users set a cell size in points and the number of cells needed to trigger a reversal; the documented defaults are tailored to EUR/USD quotes with five decimal places. After…

ForexTechnical indicatorsMarket microstructure
MQL5 code base

This MetaTrader 4 indicator converts the latest positions of price, a moving average, Williams %R, RSI, or Stochastic into angular degree readings. It also calculates position degrees using the highest and lowest prices over 100 bars, and issues alerts when…

ForexTechnical indicators
MQL5 code base

This MetaTrader expert advisor describes a GBPUSD strategy built around the Frankfurt-to-London opening range. It looks for an initial move below the range and the open by at least a configurable threshold, followed by a reversal to the range high. The…

ForexBreakoutMean reversionRisk management
MQL5 code base

This document outlines a two-symbol expert advisor that uses moving average conditions on a base instrument to open positions in both that instrument and a designated hedge instrument. Entry conditions are checked only when a new bar appears, while the…

ForexTechnical indicatorsRisk managementExecution
MQL5 code base

This Expert Advisor uses changes in the ColorJFatl_Digit indicator’s line color as trade signals, assessed when a bar closes. It follows the indicated trend and increases position volume when unrealized profit, measured in points, rises past a threshold set…

ForexTrend followingPosition sizingBacktesting
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
MQL5 code base

This document describes an Expert Advisor that creates a synthetic position in one symbol by opening two component positions. For example, a long EUR/USD exposure can be approximated by buying EUR/GBP and GBP/USD in adjusted lot sizes. The same idea can…

ForexExecutionMarket microstructureArbitrage
MQL5 code base

This document describes a MetaTrader utility for monitoring spreads with one sample taken each second. That time-based sampling gives each second equal weight, unlike tick averages that can underrepresent quiet periods when spreads may widen. The panel…

ForexMarket microstructureVolatilityExecution
MQL5 code base

This MQL5 script places a configurable series of pending orders below the current market price. Inputs set the initial gap, spacing, order type, order count, volume, stop loss, and take profit. The order type can be a buy limit or a sell stop, so the grid…

ForexGrid tradingExecutionPosition sizing
MQL5 code base

This document explains how to install and display an MT4 indicator that adapts MetaQuotes’ iExposure tool to show open positions. It describes placing the indicator in a secondary chart window, adjusting column spacing and font weight, and interpreting its…

ForexTechnical indicatorsRisk management
MQL5 code base

This document describes an automated or manual pair-trading robot that opens positions in two symbols when their correlation meets a configured threshold. It distinguishes pairs, whose charts move similarly, from mirror symbols, whose charts move in opposite…

Pairs tradingForexStatisticsRisk management
MQL5 code base

This document describes an Expert Advisor that trades from signals produced by the Stopreversal indicator. It generates a signal when a colored indicator arrow appears at a bar close, and requires the compiled indicator file to be available in the platform's…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This expert-advisor strategy enters trades when a bar closes and the Open Oscillator Cloud changes color, which the document treats as a trend change. It adjusts trade volume according to recent outcomes in each direction: after a specified run of losing…

ForexTrend followingTechnical indicatorsPosition sizing
MQL5 code base

The indicator displays the DeMarker oscillator in a separate chart window after smoothing it with a moving average. It places arrow markers where the smoothed indicator intersects, presenting those intersections as potential trading signals. The document…

Technical indicatorsForex
MQL5 code base

This description identifies Aeron as an Expert Advisor using a martingale technique and says its parameters are customizable. It offers a sizing illustration based on the broker’s minimum lot, the margin needed to open that lot at 100:1 leverage, and a…

ForexPosition sizingRisk management
MQL5 code base

This document describes an automated strategy that trades signals from the XWPR_Histogram_Vol_Direct indicator. A signal occurs when a bar closes and the histogram changes direction, shown by a change in the color of its star markers. The approach therefore…

Technical indicatorsForexBacktesting
MQL5 code base

The document gives parameter settings for a EURGBP strategy that plots a channel over a specified bar period and uses an operating time window and a stop loss scaled to channel width. It reports a five-minute historical test spanning 2006 to 2009, with 2,523…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

The document explains the correlation coefficient as a measure of how two financial instruments move together. Values near positive one indicate similar movement, values near negative one indicate opposite movement, and values around zero indicate little…

StatisticsPortfolio constructionForexTechnical indicators
MQL5 code base

The indicator marks the Asian, London, and New York session ranges, then watches the completed session highs and lows for liquidity sweeps. A sweep occurs when price moves beyond a range boundary and closes back inside it. The document interprets a high…

Technical indicatorsBreakoutForexExecution
MQL5 code base

This description introduces an Expert Advisor that automates buy and sell orders using the Moving Average Convergence Divergence indicator. It characterizes MACD as a momentum oscillator formed from the difference between two price moving averages, and notes…

ForexMomentumTechnical indicatorsExecution
MQL5 code base

This short description outlines a symmetric breakout rule. It buys or covers a short position when price moves above the high of a chosen number of prior bars, and sells short when price falls below the low of that lookback window. The lookback length is…

ForexBreakoutTrend followingBacktesting
MQL5 code base

This description outlines a MetaTrader expert advisor that trades from price action around the open candle and can send mobile push notifications. It identifies hourly charts, major forex pairs, and NASDAQ stocks as intended markets, and recommends trying…

ForexEquitiesTechnical indicatorsRisk management
MQL5 code base

This brief description presents an Expert Advisor that trades from the ICHI_OSC indicator. It generates a signal when a bar closes and the direction of the indicator histogram changes, making the histogram’s turn the central entry trigger. The system relies…

ForexTechnical indicatorsBacktesting