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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 uses the RIVOT indicator to choose a trade direction: it buys when price is above the indicator line and sells when price is below it. It then adds positions at a configurable point interval, increasing each new position's size by a…

ForexPosition sizingRisk management
MQL5 code base

MoneyRain is described as a trading Expert Advisor that uses a Martingale-like approach: it seeks to recover a losing sequence by expecting wins to follow losses. Its listed inputs include a DeMarker period, take-profit and stop-loss distances, initial lot…

ForexMean reversionPosition sizingRisk management
MQL5 code base

This listing describes an expert advisor intended for EUR/USD on the one-hour chart. It identifies configurable position size, stop loss, take profit, trailing stop, and trailing step. It also exposes a lookback count used to search for the highest and…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

This document describes an Expert Advisor that uses the Relative Strength Index to open trades. If a trade does not reach its take profit, the system adds further trades, applying a martingale approach. It says the method requires no separate indicator and…

ForexTechnical indicatorsMean reversionPosition sizing
MQL5 code base

This document describes an Expert Advisor that trades signals from a separate EMA-based semaphore indicator. It enters when a bar closes and a new colored arrow appears, so the indicator supplies the directional signal while the EA handles trade execution.…

ForexTechnical indicatorsBacktestingExecution
BigQuant

The document outlines a workflow for developing a simple EUR/USD trading system with market data from an API and code generation through an AI coding tool. Its example strategy buys when a short moving average crosses above a longer one and sells on the…

ForexTechnical indicatorsMachine learningBacktesting
MQL5 code base

The Trend Finder Expert Advisor is described as entering trades when price breaks a historical minimum or maximum. It is intended for major forex pairs and NASDAQ-listed stocks across timeframes, and the document says it trades using the open price of the…

ForexEquitiesBreakoutExecution
MQL5 code base

This Expert Advisor uses the Instantaneous Trend Filter indicator to generate entries. It acts when the indicator cloud changes color, with the signal confirmed as a bar closes after the oscillator crosses its signal line. Running the EA requires the…

ForexTechnical indicatorsBacktesting
MQL5 code base

This document describes updates to an MT4 indicator for Asian-session range breakouts. The tool includes an ATR-based candle-body quality filter, a dashboard, and alerts intended not to repaint. The update focuses on implementation behavior: correctly…

ForexBreakoutVolatilityTechnical indicators
MQL5 code base

The document describes a script for calculating a position size from either a percentage of account value or a fixed risk amount and a user-entered stop-loss distance. For forex, it adjusts a four-digit pip input for five-digit broker quotes. For non-forex…

Position sizingRisk managementForexCommodities
MQL5 code base

This expert-advisor strategy enters a position when the ColorPEMA_Digit indicator changes color at a bar close. It includes an optional time-based exit: when a trade has been open longer than a preset number of minutes, the position is closed immediately.…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This expert advisor uses a modified Awesome Oscillator (AO) to generate reversal signals. It buys when a green AO bar appears below zero after a run of red bars, and sells when a red bar appears above zero after a run of green bars. Stochastics and Bollinger…

ForexTechnical indicatorsMean reversionBacktesting
MQL5 code base

This short indicator description explains how to display price change as a percentage of the current candlestick’s opening price. The displayed value is relative to that candle’s open, rather than a return calculated from a prior candle’s close. The user can…

ForexTechnical indicators
MQL5 code base

This document describes an MT4 script that exports account order history to a delimited file for analysis in spreadsheet software. Alongside the available trade attributes, it calculates fields such as net profit after swap and commission, price movement,…

ForexStatisticsRisk management
MQL5 code base

The document describes a higher-timeframe option for the ExchangePrice indicator. A user selects the indicator’s chart period through an input parameter, with a four-hour period shown as the default example. This lets the indicator use a timeframe chosen in…

Technical indicatorsForex
MQL5 code base

The document explains a position sizing calculator that converts a trader’s risk budget and stop-loss distance into a proposed lot size. The budget may be specified as a fraction of account equity or a fixed account-currency amount. The calculator uses the…

Position sizingRisk managementForex
MQL5 code base

The Expert Advisor described here searches a chosen number of recent bars on a configurable timeframe for the highest high and lowest low. It then places a Buy Stop above the high and a Sell Stop below the low, with the distance set by an indentation…

ForexBreakoutExecutionBacktesting
MQL5 code base

This Expert Advisor trades signals from the Volume_Weighted_MA_StDev indicator. A colored point appearing at a bar’s close forms a signal, while a change in the indicator’s direction against an open position is described as an exit signal. The system…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This Expert Advisor uses colored arrows from the XD-RangeSwitch indicator to make trading decisions. The described input controls whether trades follow the arrow direction or take the opposite direction. The document also notes that a supporting library can…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes a rule-based strategy that enters a trade when the RSI crosses above 73 or below 27. It uses the RSI signal to initiate a buy or sell position, then relies on average true range (ATR) to set and adjust exits. The initial stop is…

ForexCommoditiesBreakoutTechnical indicators
MQL5 code base

This Expert Advisor combines two independent signal systems built around the SilverTrend_V2 and ColorJFatl_Digit indicators. Each system can generate an entry when a bar closes and either indicator shows a change in trend through a color change. The required…

ForexTrend followingTechnical indicatorsBacktesting
MQL5 code base

This MetaTrader expert advisor places pending buy-stop and sell-stop orders using price levels found by searching an array of the most recent 100 bars. It calculates order prices with regard to the symbol’s minimum permitted stop distance. The listed…

ForexExecutionTechnical indicatorsRisk management
MQL5 code base

This document describes a forex and stock trading EA that enters trades after a retracement from Donchian Channel levels. It lists configurable parameters for channel lookback, retracement candles, moving averages, trade size, stop loss, take profit, and…

ForexEquitiesTechnical indicatorsRisk management
MQL5 code base

This Expert Advisor trades one configured symbol and chooses a trade direction by comparing the combined profit of its existing buy positions with that of its sell positions. When the buy side has lower profit, it opens another buy; when the sell side has…

ForexPosition sizingRisk managementBacktesting