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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
WonderTrader
14 documents
Alphalens
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

The trading system described uses the ColorTrend_CF indicator to detect changes in trend direction. It generates a signal when a bar closes and the indicator’s cloud changes color. The document identifies a historical test on XAUUSD at the four-hour interval…

CommoditiesTrend followingTechnical indicatorsBacktesting
MQL5 code base

Ultra Trend is presented as a trend-detection indicator built from multiple Jurik-smoothed price series. The described procedure calculates several smoothed values, checks the slope of each, and combines the upward and downward slope readings to determine…

Technical indicatorsTrend following
MQL5 code base

The Gann High-Low Activator tracks separate averages of recent highs and lows. The document says the close determines which curve is displayed, and describes the resulting line or channel as a level that price must break to signal a possible trend change.…

Technical indicatorsTrend followingBreakout
MQL5 code base

This brief indicator description presents Stowell’s upper and lower three-bar net line patterns. It explains the indicator’s interpretation: a breakout of the three-candle line is treated as a possible trend change. The description distinguishes between…

Technical indicatorsBreakoutTrend following
ProRealCode

Q-Trend combines a rolling price midpoint with average true range to create a trend line and volatility-adjusted thresholds. The midpoint is calculated from the highest and lowest source values over a chosen trend period. A sensitivity band is formed by…

Technical indicatorsTrend followingBreakoutVolatility
MQL5 code base

This expert advisor is built on the idea that price crossing a moving average and traveling a specified distance may continue in that direction. It places Buy Stop and Sell Stop pending orders, then updates their distance from a long-period moving average at…

ForexTrend followingBreakoutExecution
MQL5 code base

This document describes an indicator built from a single simple moving average that displays a channel on a chart. Users can choose between two plot styles: lines or bars. The indicator is presented as a visual way to classify the prevailing direction of a…

Technical indicatorsTrend following
MQL5 code base

The Trend Strength Index describes trend direction and linear consistency by calculating the Pearson correlation between closing prices and bar indices over a chosen lookback. The coefficient ranges from -1 to 1: values near 1 indicate a strong upward linear…

Technical indicatorsStatisticsTrend following
SuperMind

This stock selection method combines three filters: capital flow strength ranked from high to low, a weekly five-period moving average crossing above the ten-period average, and the daily 20-day average staying above the 120-day average. The moving average…

EquitiesChina marketsTrend followingTechnical indicators
MQL5 code base

The document describes a foreign-exchange chart panel that combines technical sentiment, trend stage and momentum, volatility, breakout status, swap carry, and upcoming economic events. It overlays moving averages, Bollinger Bands, and Donchian channels. The…

ForexTrend followingBreakoutCarry
SuperMind

The document describes a stock screen combining membership in the metaverse sector, a minimum circulating market capitalization, and weekly MACD above the zero line. Its stated rationale is to find larger companies in that sector whose trend indicator is…

EquitiesTechnical indicatorsTrend followingChina markets
SuperMind

This post describes a Chinese stock selection rule that combines a daily price-range threshold, a newly formed KDJ crossover, and a weekly moving-average trend condition. The intended portfolio contains stocks whose high-low range exceeds one percent, whose…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This adaptive moving average method builds on Perry Kaufman’s KAMA and incorporates where the closing price sits within the high–low range when adjusting the average. The document attributes the updated approach to Vitali Apirine and says the indicator…

Technical indicatorsTrend followingBacktesting
MQL5 code base

The Smoothed Simple Trend Detector applies a three-pole Butterworth filter, attributed to Witold Wozniak, to create a smoothed version of the indicator. The document describes its use as similar to the Relative Strength Index or DeMarker, suggesting an…

Technical indicatorsTrend following
MQL5 code base

This document outlines an Expert Advisor strategy that combines custom moving-average levels with a custom stochastic indicator. It evaluates signals when a new bar appears. A sell condition occurs when the prior close is below the lower moving-average level…

Technical indicatorsTrend followingMomentumRisk management
ProRealCode

This intraday strategy looks to short crude oil when a five-minute candle signals a downside breakout. The signal requires both candle range and volume to exceed three times their respective averages over a 276-bar lookback, with the candle closing below its…

CommoditiesFuturesBreakoutTrend following
ProRealCode

TMAGi combines the spacing among three moving averages with the difference between the ADX system’s positive and negative directional indicators. It multiplies total moving-average separation by that directional difference, then plots the result with a short…

Technical indicatorsTrend followingMomentum
BigQuant

The article presents six discretionary rules for short-term trading: exit when a closing price falls below its five-day moving average, use a two-day moving average to judge the near-term trend, wait for preset entry conditions, and follow sell signals…

Technical indicatorsTrend followingRisk managementPosition sizing
ProRealCode

This document describes two technical indicators built around moving averages, Bollinger Bands, and trend phases inspired by an adoption-cycle concept. The first classifies price conditions into colored states such as bearish, rebound, opportunity, trend…

Technical indicatorsTrend followingBreakoutRisk management
MQL5 code base

The document describes an indicator that displays the current trend using the bar colors of a StepMA stochastic indicator configured for a fixed timeframe. It places colored square markers on indicator lines when the corresponding timeframe’s bar color…

Technical indicatorsTrend following
BigQuant

This report summary explains diffusion indicators as measures of how broadly index constituents participate in an advance or decline. Using the CSI 300 and its constituents, it compares moving-average and rate-of-change versions, equal weighting with…

China marketsEquitiesTechnical indicatorsBacktesting
MQL5 code base

The Extremum indicator is described as a tool for locating market highs and lows using a volatility corridor calculated over a selected period. Its intended use is to help identify possible entry points around trend reversals and to support systems designed…

Technical indicatorsVolatilityTrend following
ProRealCode

Bridge Bands combine a price-based Bridge Range, Bollinger Bands, and a Hurst exponent to create a changing range around a security’s price. The described weighting uses Bollinger Bands when the Hurst estimate is near 0.5; as the estimate moves farther from…

Technical indicatorsVolatilityTrend followingRisk management
MQL5 code base

This trading system uses a color change in the JBrainTrend1Stop indicator at bar close as its entry signal. It adds to an existing trend-following position when open profit, measured in points, passes a threshold set in the Expert Advisor inputs. Position…

ForexTrend followingPosition sizingBacktesting