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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 indicator extends an RSI adaptive EMA by adding floating levels to help decide when the trend state has changed. The added thresholds are intended to reduce false changes caused by frequent shifts in the indicator’s slope during range-bound markets.…

Technical indicatorsTrend followingEquities
MQL5 code base

This indicator classifies Average True Range readings relative to lower and upper thresholds. It displays a histogram with one color for ATR values below the lower level, another for values above the upper level, and a third for readings between the…

VolatilityTechnical indicators
MQL5 code base

This document describes an expert advisor that trades using signals from the T3MA-ALARM indicator. It explains that the advisor was rewritten from an earlier MQL4 version and identifies the indicator as its signal source. No entry rules, signal calculations,…

Technical indicatorsExecutionRisk managementPosition sizing
MQL5 code base

This document describes an automated MetaTrader 5 strategy that uses an EMA envelope to trigger entries when price reaches configured boundaries. If price moves against an open position, the system can add trades at configured grid intervals, increase…

ForexTechnical indicatorsGrid tradingPosition sizing
MQL5 code base

This expert advisor uses an unconventional MACD approach: it calculates the area of the indicator above and below its zero line over a user-selected number of bars. A reverse-signal option determines whether the resulting signal opens a buy or sell position.…

Technical indicatorsMomentumPosition sizingRisk management
MQL5 code base

This document describes a trading expert advisor that uses the iVIDyA indicator to generate signals. It checks for a signal only when a new bar begins, then opens a position with specified stop-loss and take-profit levels. It does not use a trailing stop and…

Technical indicatorsRisk management
MQL5 code base

The document explains the USDX as a measure of the U.S. dollar against a six-currency basket: the euro, yen, pound sterling, Canadian dollar, Swedish krona, and Swiss franc. It describes the index as a weighted geometric calculation and gives the basket…

ForexMulti-assetStatistics
MQL5 code base

The Prevailing Trend oscillator represents bullish and bearish market components with separate lines labeled Up and Down. It estimates the Up line as a moving average of bullish candlesticks over a selected period, and the Down line as a moving average of…

Technical indicatorsTrend following
MQL5 code base

The document explains an extended Moving Slope Rate of Change indicator. The basic MSROC estimates price slope from a least-squares line rather than using the direct price change of conventional rate of change. The text says this smoothing reduces false…

Technical indicatorsTrend followingStatistics
MQL5 code base

The document describes an indicator intended to estimate a slower-changing reference value for the market than the observed price or a moving average. Its direction is linked to the relationship between price and the indicator: it rises when price is above…

Technical indicatorsStatistics
MQL5 code base

VolatilityMA is a moving average intended to help identify trade direction. It calculates an average of a chosen price series while adapting the averaging length to changes in normalized price variability. The description says the lookback resets to its…

Technical indicatorsVolatilityStatistics
MQL5 code base

The document explains how to measure Expert Advisor runtime in MetaTrader 5 while excluding delays that can distort the tester’s reported duration. It distinguishes total run time, which can include history synchronization and tick preprocessing, from net…

BacktestingExecutionStatistics
MQL5 code base

This document describes a MetaTrader indicator that displays how much time remains before the current candle closes. Users can adjust its display color, size, and chart corner, and can optionally show server time. The third version adds an audible alert when…

Technical indicatorsExecution
MQL5 code base

This short description presents Ultra Trend as a standalone indicator for MetaTrader 5 that can operate across supported chart timeframes. It highlights three special timeframe choices: the second higher timeframe, the third higher timeframe, and an…

Technical indicatorsTrend following
MQL5 code base

This guide explains Bollinger Bands as a volatility measure and a possible source of overbought or oversold signals. It describes a middle line based on a moving average, commonly using 20 periods, with upper and lower bands set two standard deviations away.…

Technical indicatorsVolatilityMean reversionEquities
MQL5 code base

This indicator description presents GRFLeadingEdge as an alternative to Bollinger Bands intended to reduce delays associated with averaging. It says the method resembles a standard-deviation channel built by smoothing a straight line over a fixed number of…

Technical indicatorsStatistics
MQL5 code base

This short description explains an automated method for calculating price levels from the Average True Range (ATR). It sets a maximum level by adding ATR multiplied by a target parameter to the opening price, and a minimum level by subtracting the same…

Technical indicatorsVolatilityRisk managementPosition sizing
MQL5 code base

This brief description concerns a version of Kaufman’s Adaptive Moving Average (AMA), an adaptive smoothing indicator used to follow price trends. It says the implementation modifies the smoothing ratio by raising it to a power, controlled by an external…

Technical indicatorsTrend following
MQL5 code base

The document describes SuperTrend as a price-chart overlay that uses Average True Range (ATR) to adjust a trend line to market volatility. It presents crossings of price and the line as potential buy or sell signals, with changes in line color marking trend…

Technical indicatorsTrend followingVolatility
MQL5 code base

The Donchian Oscillator described here measures how far the closing price sits beyond a Donchian channel boundary. The channel is formed from the highest high and lowest low across a chosen lookback period. A close above the upper boundary produces a…

Technical indicatorsBreakout
MQL5 code base

The document describes a higher-timeframe signal display for the AFL_WinnerSign indicator. It shows whether the selected bar continues the current trend or marks a change in direction: continuation uses a horizontal arrow, while a changed trend uses a…

Technical indicatorsTrend following
MQL5 code base

This technical note explains how to add alert delivery to a MetaTrader indicator that already stores buy and sell signals in indicator buffers. It describes configurable inputs for selecting the signal bar, enabling sound, setting an alert count, and turning…

Technical indicatorsExecutionEquities
MQL5 code base

This document outlines operational rules for an automated strategy associated with Bollinger Bands, although it does not specify the precise band conditions that trigger a buy or sell. The system evaluates signals on a new bar and allows the number of open…

Technical indicatorsPosition sizingRisk management
MQL5 code base

This indicator combines a Stochastic Oscillator with Bollinger Band width to flag flat market conditions. It treats a narrowing Bollinger range as evidence of a flat state, with the band’s half-width compared against a configurable threshold. During the…

Technical indicatorsVolatility