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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

7,090 documents

MQL5 code base

This document describes an Expert Advisor that trades signals from a WPR_Slowdown indicator. A trade signal is generated when a colored arrow appears, with the decision made at the bar close. The required compiled indicator must be available to the trading…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

The document introduces linear regression as a way to model the relationship between an explanatory variable and an observed value. In its trading example, the independent variable is the number of bars and the dependent variable is price. It describes…

Technical indicatorsStatistics
MQL5 code base

The document describes a MetaTrader indicator that combines Ergodic, tick-volume, and OSMA components and lets the user select the timeframe from its inputs. Its example setting uses a four-hour chart period, illustrating that the indicator can draw data…

Technical indicatorsForex
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

ADMIR is a trend-strength oscillator built from two Average Directional Movement Index readings. It takes a base ADX period and a period difference, calculates one ADX at the base period and another at the base period plus the difference, then averages the…

FuturesTechnical indicatorsTrend following
MQL5 code base

This indicator description presents a breakout system based on a Darvas Boxes channel. When price moves outside the channel, the bar color changes to indicate the prevailing direction: blue for rising prices and red for falling prices. Bright shades indicate…

Technical indicatorsBreakoutTrend following
MQL5 code base

The MA_Slope indicator represents the direction and strength of a moving average by comparing its current value with a value from a specified number of bars earlier. The user selects the moving-average period, calculation method, applied price, slope…

Technical indicatorsTrend followingStatistics
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

The Average of ATR indicator compares the Average True Range with its moving average. Its suggested confirmation rule is to examine a price-action setup or act on an existing signal when ATR crosses above its average. The indicator presents this relationship…

Technical indicatorsVolatilityStatistics
MQL5 code base

The Expert Advisor demonstrates how to move positions from an expiring futures contract to its successor. It manages three instruments specified through input parameters. For each instrument, the configured volume determines both the position size and…

FuturesExecutionPosition sizingPortfolio construction
MQL5 code base

The document describes an indicator that displays the DeMarker oscillator across ten timeframes. For each timeframe, it uses the most recently completed bar and marks the oscillator’s state with a colored square: red when it is below the oversold threshold,…

Technical indicatorsMulti-asset
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 brief document introduces an implementation of John Ehlers’s FM Demodulation indicator, based on an article published in May 2021. It frames price movement as having an amplitude-modulated component associated with volatility and a frequency-modulated…

Technical indicatorsVolatilityStatistics
MQL5 code base

This document describes an H1 breakout research tool that builds a price box from a chosen number of hourly candles, using GMT-adjusted session times. When the box is complete, it places buy-stop and sell-stop orders beyond its boundaries. Researchers can…

BreakoutBacktestingRisk managementPosition 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
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 note describes a display feature for an almost-lagless weighted moving average indicator. Its latest value is shown as a price label, and a user-defined input controls how many decimal digits are used to round that value. The label is green when the…

Technical indicators
MQL5 code base

This brief description outlines an expert adviser that evaluates price bars only when a new bar appears and maintains at most one open position. It can therefore operate on either netting or hedging accounts. Its entry rule counts consecutive bullish or…

Trend followingTechnical indicators
MQL5 code base

The document describes a MetaTrader tool for inspecting custom indicators and generating alerts without editing their source. Its Explore mode samples indicator buffers and shows how often each contains values, helping distinguish continuous lines from…

Technical indicatorsBacktestingRisk management
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

The document describes a MetaTrader expert advisor that can trade signals from the Stochastic oscillator across as many as four configured financial symbols. Inputs let the user enable or disable each symbol, specify symbol names, set stop-loss and…

Technical indicatorsMulti-assetRisk management