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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 MetaTrader expert advisor describes a forex strategy that enters after a candle closes beyond a trendline connecting recent ZigZag peaks or troughs. Buy and sell rules mirror one another. A moving average filter requires price to be on the matching side…

ForexBreakoutTrend followingTechnical indicators
MQL5 code base

The document introduces the Vortex indicator through its relationship to Wilder’s Directional Movement Index. It explains directional movement by comparing each bar’s high and low with the prior bar: upward movement measures extension above the previous…

Technical indicatorsTrend followingStatistics
MQL5 code base

The Elder Impulse System is a technical indicator intended to identify transitions in which a price trend accelerates or weakens. It combines an exponential moving average with the MACD histogram: the moving average represents trend direction, while the…

Technical indicatorsTrend followingMomentum
ProRealCode

The document describes John Ehlers’ Universal Oscillator, a price-momentum indicator based on the SuperSmoother filter. It first forms a differenced price input, smooths it with a recursive filter controlled by a bandedge period, and scales the result by a…

Technical indicatorsMomentumTrend following
MQL5 code base

RSIOMA combines two moving averages with a Relative Strength Index calculation, then smooths the resulting RSI with another moving average. The indicator displays the RSI-based line and its smoothing in a separate panel, along with a histogram intended to…

Technical indicatorsMomentumTrend following
SuperMind

This Chinese equity screening proposal combines above-normal daily range, a close between the middle and upper Bollinger bands, and an upward 30-day moving average. It presents these conditions as a way to find active stocks whose medium-term trend is rising…

EquitiesTechnical indicatorsTrend followingVolatility
SuperMind

This note presents a China A-share screening rule for stocks classified in the metaverse sector. It selects stocks that appeared on the prior day’s trading leaderboard and whose weekly close crosses above the 30-week moving average. The proposed rationale is…

EquitiesChina marketsTrend followingTechnical indicators
MQL5 code base

This document describes a histogram version of Trend Envelopes that lets the user calculate the indicator from smoothed or filtered prices instead of raw prices. The filtering method is a parabolic weighted moving average, which the author characterizes as…

Technical indicatorsTrend following
MQL5 code base

The document discusses a bar-style presentation of John Ehlers's Detrended Synthetic Price indicator, described as a basic oscillator displayed as colored bars on the main price chart. It contrasts this version with an approach that relies on fixed threshold…

Technical indicatorsTrend following
MQL5 code base

The document describes an indicator that presents trend information from the CronexChaikin indicator on a fixed timeframe. It derives its signal from the relative positions of the indicator’s main and signal lines, and displays the source indicator’s cloud…

Technical indicatorsTrend following
ProRealCode

This indicator applies a smoothed stochastic calculation to the midpoint of a rolling high-low range rather than directly to price. The midpoint is calculated from the highest high and lowest low over a lookback window. The document says this substitution…

Technical indicatorsMean reversionTrend following
MQL5 code base

This document describes an Expert Advisor that uses the TrendContinuation indicator to generate trade signals. It checks for a change in the indicator’s direction, identified by a color change, when a bar closes. The document also gives a setup note for…

ForexTrend followingTechnical indicatorsBacktesting
MQL5 code base

The Gann High Low Activator is described as a channel built from moving averages of prior-period highs and lows. The close determines which of the two curves is plotted, producing a line that can be used to track the boundary a price move would need to cross…

Technical indicatorsTrend followingBreakout
MQL5 code base

This note describes a modified MACD that smooths a normalized version of the indicator and adds bounds based on minimum and maximum values. It briefly reviews conventional MACD, formed from the difference between fast and slow exponential moving averages,…

Technical indicatorsTrend followingMomentum
MQL5 code base

Aegis Quantum Lite is described as an educational MetaTrader 5 expert advisor using completed-candle signals. It opens a buy when the fast exponential moving average is above the slow average and RSI exceeds its configured buy threshold; a sell uses the…

ForexTechnical indicatorsTrend followingExecution
ProRealCode

The document describes a trailing stop built from the Average True Range (ATR). It places a candidate stop a multiple of ATR below the closing price during an uptrend and above it during a downtrend. The example uses a 14-period ATR multiplied by 3.5, while…

Technical indicatorsTrend followingVolatilityRisk management
MQL5 code base

This document explains a chart indicator that displays the direction of a trend or a potential deal signal generated by a separate trend-arrow indicator. It distinguishes continuation from a change in trend: continuation appears as a horizontal…

Technical indicatorsTrend followingExecution
MQL5 code base

This Expert Advisor seeks possible trend changes by tracking the difference between two moving averages. It applies a cubic nonlinear transformation to that difference, amplifying larger departures from zero relative to smaller ones, then uses upper and…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

This Expert Advisor trades signals from the F2a_AO semaphore indicator after filtering them by the direction of a closed candle on a higher timeframe. The timeframe and candle index are configurable, with daily timeframe and the most recently closed bar as…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

The document describes an enhancement to the EMAVFS indicator that marks trend strength with colored dots on its moving average. The dot color indicates the current trend direction, while the standard deviation of the indicator determines whether a dot…

Technical indicatorsStatisticsTrend following
ProRealCode

This document describes an indicator that applies a Supertrend calculation to RSI values rather than directly to price. It calculates RSI, smooths it with a moving average, and uses an ATR-style range and configurable trend factor to form upper and lower…

Technical indicatorsMomentumTrend followingVolatility
MQL5 code base

The indicator evaluates a family of AbsolutelyNoLagLwma smoothed price series across periods generated by an arithmetic progression. At each update, it determines the direction of each smoothed series, counts positive and negative directions, and smooths…

Technical indicatorsTrend followingVolatility
ProRealCode

This stock strategy uses changes in a modified Directional Index to switch between long and short bias. A local turn in the indicator sets the desired direction; entry is then permitted only when the close is on the corresponding side of a moving average,…

EquitiesTechnical indicatorsTrend followingRisk management