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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

8,851 documents

MQL5 code base

This indicator description presents a modified Commodity Channel Index intended to filter price noise and help identify trends. It differs from conventional CCI by using standard deviation in its calculations instead of mean absolute deviation. It also…

Technical indicatorsCommoditiesTrend following
ProRealCode

The Correlation Cycle indicator, attributed to John Ehlers, compares recent price data with fixed-period cosine and negative-sine waves. These normalized correlations form real and imaginary components, which are used to calculate a phase angle and a…

Technical indicatorsTrend followingStatistics
MQL5 code base

The CMH, or Clear Method Histogram, is a price-only indicator intended to display the current swing direction. It has no adjustable parameters. The calculation tracks running swing reference levels from highs and lows, then changes the swing state when price…

Technical indicatorsTrend following
MQL5 code base

Adaptive Market Level (AML) classifies market conditions as flat, uptrend, or downtrend. Its description combines fractal smoothing with a discrete filter intended to ignore small price changes. The filter compares a smoothed price movement with a deadband…

Technical indicatorsTrend followingStatistics
MQL5 code base

ColorMETRO_XRSX is described as an oscillator-style display built from the XRSX technical indicator. It plots XRSX in blue and changes the surrounding cloud color according to the indicated trend direction: lime represents a buy signal, while red-pink…

Technical indicatorsTrend following
ProRealCode

The Trend Function combines simple moving averages with periods of 8, 13, 21, 34, 55, and 64 into three lines intended to represent longer, medium, and faster price behavior. Their spacing is used to interpret volatility and trend strength: the author…

Technical indicatorsTrend followingMomentum
MQL5 code base

T3_TRIX_Signal presents the current trend using values from the T3_TRIX indicator on a fixed timeframe. The selected analysis mode determines whether signals come from the indicator histogram or a colored cloud. Histogram signals use color to indicate…

Technical indicatorsTrend following
SuperMind

This A-share screen looks for turnover between 3% and 12%, a rising DEA indicator, and a closing price at or above its five-day moving average. The article describes the combination as a way to pair a turnover filter with a trend condition and a short-term…

EquitiesChina marketsTechnical indicatorsTrend following
BigQuant

This article summarizes commentary on Chinese quantitative private funds following drawdowns that began in the fourth quarter of 2021. It compares index-enhancement, market-neutral, and hybrid quantitative approaches. Index-enhancement returns were described…

Multi-assetRisk managementTrend followingPortfolio construction
ProRealCode

This rule-based, long-only system aims to participate in broad equity-market advances while moving out of stocks during major declines. Its described signal compares a shorter moving average with a 200-day simple moving average: buy when the shorter average…

EquitiesTrend followingTechnical indicatorsRisk management
NautilusTrader

This tutorial demonstrates a simulated USD/JPY strategy that compares 10-period and 20-period exponential moving averages on internally aggregated five-minute bid bars. A cross upward closes shorts and opens a long; a cross downward closes longs and opens a…

ForexBacktestingTrend followingExecution
MQL5 code base

The Expert Advisor described combines a fast and a slow exponential moving average with RSI as a trend and momentum confirmation approach. It is intended to make trades from the relationship between the moving averages and RSI settings, although the document…

ForexTrend followingMomentumTechnical indicators
MQL5 code base

The document describes a QQE-style indicator that combines a smoothed RSI with fast and slow volatility-based trailing levels. It says the version uses RSX, a smoother RSI variant, as its momentum input, and adds fixed reference levels to help estimate trend…

Technical indicatorsMomentumTrend followingVolatility
MQL5 code base

This document explains how a ZigZag indicator identifies swings using depth-period highs and lows, while warning that its latest turning point can move as new prices arrive. A point that appears to mark a live top or bottom may therefore be provisional;…

Technical indicatorsBreakoutTrend following
MQL5 code base

This Expert Advisor runs separate long and short systems using signals from an Adaptive Renko indicator. It adds direction-specific money-management settings that examine a chosen number of recent trades and reduce the next position size when enough of those…

ForexTrend followingPosition sizingBacktesting
ProRealCode

KijunTrend adapts a trend filter attributed to Larry Williams. The original approach identifies an uptrend when price is above an 18-period simple moving average and at least two candles have lows that stay above it; the reverse condition identifies a…

Technical indicatorsTrend following
SuperMind

This document describes a Chinese equity screen combining a daily amplitude condition with short- and long-term moving-average comparisons. It selects stocks whose five-day average is described as diverging upward and whose 20-day average is above the…

EquitiesTechnical indicatorsTrend following
MQL5 code base

The document presents the Fractal Dimension Index (FDI) as a way to distinguish directional price behavior from choppy conditions. It describes measuring the geometric roughness of a price curve over a rolling window: values nearer 1 indicate a smoother,…

Technical indicatorsStatisticsTrend followingMean reversion
NautilusTrader

The document gives a brief description of the i_Trend indicator, which represents trend conditions as a colored cloud. Cloud color signals the indicated trend direction, while cloud width is presented as a measure of trend strength. The text also notes that…

Technical indicatorsTrend following
SuperMind

This A-share stock screen combines daily price movement, MACD, and a long-term trend filter. It selects stocks with amplitude above 1, MACD above zero, and the previous close above the 250-day moving average. The document also gives example indicator…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

ADXVMA is described as a moving average whose calculation adapts using a modified version of the Average Directional Index (ADX). The stated aim of this adaptation is to filter market noise and produce smoother values over longer periods than a less adaptive…

Technical indicatorsTrend following
MQL5 code base

The Itrend indicator combines two lines to describe trend direction and strength. Its red line is calculated from Bollinger Bands, while its blue line draws on Alexander Elder’s Bears Power and Bulls Power indicators. The document gives directional…

Technical indicatorsTrend followingMomentum
SuperMind

This proposed stock screen combines a daily high-low amplitude threshold, prior-day turnover between 3% and 28%, and an upward arrangement of the 5-, 10-, and 20-day moving averages. The short and medium averages must exceed the longer average, while the 5-…

EquitiesTechnical indicatorsTrend followingVolatility
ProRealCode

This indicator turns a selected level from a past candle into a moving reference line. A user can choose how many candles back to look and select that candle’s open, high, low, or close. The selected price series can then be smoothed with a simple,…

Technical indicatorsTrend following