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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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 indicator that constructs a True Strength Index oscillator from MACD histogram values. It adds its own signal line, displayed as a colored cloud, giving the trader a visual way to compare the oscillator with its signal. The source…

Technical indicatorsMomentum
MQL5 code base

This document presents an adapted Bollinger Bands Stops indicator for MetaTrader 5. It describes configurable calculation choices, including the type of moving average and a deviation sample correction, alongside alert and multi-timeframe options. The…

Technical indicatorsTrend followingRisk management
MQL5 code base

This document describes a MetaTrader expert advisor for adjusting trade levels by dragging chart objects. Its central idea is direct drag-and-drop interaction implemented in MQL, without relying on system DLLs. The interface is intended to let traders move…

ExecutionRisk management
MQL5 code base

This document presents a three-condition MACD setup intended to filter ordinary signal-line crossovers. For a buy signal, the MACD line first crosses below its signal line, then crosses below zero, and later crosses back above the signal line. For a sell…

Technical indicatorsMomentumBacktesting
MQL5 code base

This document describes a chart indicator for estimating position size from a planned order, stop loss, and take profit. The trader adds a starter line to the price chart; the indicator then displays separate order, stop, and target lines that can be moved…

Position sizingRisk managementExecution
MQL5 code base

The document describes an expert advisor that uses the ColorXDerivative indicator. It generates a signal when a bar closes and the oscillator changes direction, making the direction change the system’s stated trigger. The advisor depends on the compiled…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document outlines a basic architecture for an expert advisor that combines multiple strategies. It proposes using an object for each strategy, with moving average groups as an example: one configured for weekly data and another for the current chart…

Technical indicatorsExecution
MQL5 code base

AIS Extremum estimates whether a bar’s high may have reached a local maximum or its low a local minimum. It first gathers statistics from historical price movements, then compares current market conditions with those observations and signals when its…

Technical indicatorsMean reversionStatistics
MQL5 code base

The document introduces a chart indicator called Precision Trend. It describes the indicator as similar to existing tools but with enough differences to be treated as a distinct version. Its stated purpose is to help identify trends by coloring chart bars…

Technical indicatorsTrend following
MQL5 code base

The document introduces a moving-average indicator calculated using a Gaussian algorithm. It identifies the indicator's author and notes that an earlier implementation was published as MQL4 code in 2008. The material is a brief description of the calculation…

Technical indicators
MQL5 code base

The document describes a forex and stock trading EA that uses the DeMarker indicator and changes position size after losses. A user can configure the multiplier or lot-size increments, trading hours, trade limits, stop-loss and take-profit distances, and a…

ForexEquitiesTechnical indicatorsPosition sizing
MQL5 code base

Cronex_Impulse_MACD_HTF is a version of the Cronex Impulse MACD indicator that lets the user select the timeframe used for its calculations through an input parameter. The example setting uses a four-hour timeframe. The description is about configuring the…

Technical indicatorsMomentum
MQL5 code base

TrendlessAGSign is described as a semaphore-style indicator that generates signals when the TrendlessAG oscillator breaks through its zero line. The document identifies the signal mechanism, but does not specify whether upward and downward crossings have…

Technical indicatorsMomentum
MQL5 code base

This indicator description outlines a trend-following approach using a fast and a slow moving average. A bullish signal occurs when the fast average crosses above the slow one, while a bearish signal occurs when it crosses below. Users can choose the…

Technical indicatorsTrend followingMomentum
MQL5 code base

The document describes an RSI variant associated with John Ehlers’s work that applies Hann windowing. It says the resulting indicator is smoother than the conventional RSI and has a zero mean, with enough smoothing built into its calculation that extra…

Technical indicatorsMomentumStatistics
MQL5 code base

The document introduces a variation of John Ehlers’s HighPass–LowPass Roofing Filter and describes it as a way to identify a stock’s trend direction. It gives a simple interpretation of the indicator: readings above zero indicate an uptrend, while readings…

EquitiesTrend followingTechnical indicators
MQL5 code base

The document describes an Expert Advisor that combines moving-average changes from hourly, four-hour, and daily charts. Each timeframe contributes three relative changes between recent moving-average values, weighted by adjustable parameters and rounded…

Technical indicatorsMachine learningBacktesting
MQL5 code base

This document describes an Expert Advisor that trades changes in the FiboCandles indicator. It opens a trade when the indicator’s candle color switches between pink and green, with the signal evaluated at the bar close. The system depends on a compiled…

ForexTechnical indicatorsBacktesting
MQL5 code base

This note explains an automatic envelope channel drawn parallel to a moving average. The channel width is calibrated so that it contains roughly 95% of prices observed over the prior two or three months on a daily chart, leaving only unusually high or low…

Technical indicatorsVolatilityRisk management
MQL5 code base

The document explains the Hikkake pattern as a possible reversal after an apparent breakout from an inside bar. An inside bar has a lower high and higher low than the bar before it. The next bar establishes the initial breakout: a higher high and higher low…

Technical indicatorsBreakoutMean reversion
MQL5 code base

This brief note describes a variant of Quantitative Qualitative Estimation (QQE), an indicator calculation commonly based on the Relative Strength Index. In the variant discussed, the Commodity Channel Index serves as the input instead. The document’s…

Technical indicators
MQL5 code base

This indicator generates arrows when a fast moving average crosses a slower one, then filters the crossover using the current candle's direction. An upward cross accompanied by a bullish candle marks a buy signal; a downward cross accompanied by a bearish…

Technical indicatorsMomentumEquities
MQL5 code base

This document outlines an expert advisor that trades from the Fractals indicator and evaluates signals only when a new bar appears. A newly detected upward fractal produces a sell signal and closes buy positions; a downward fractal produces a buy signal and…

Technical indicatorsExecutionPosition sizing
MQL5 code base

This document introduces a higher-timeframe variant of the Begin_Trend_v02 indicator for MetaTrader 5. Its stated feature is a timeframe choice exposed as an input parameter, with a four-hour period shown as the default example. This lets a user select the…

Technical indicatorsTrend following