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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

1,507 documents

ProRealCode

The indicator searches for RSI swing highs and lows, then compares each new swing with an earlier one alongside the corresponding price extreme. At highs, a higher price high paired with a lower RSI high is labeled a regular divergence; a lower price high…

Technical indicatorsMomentum
ProRealCode

This indicator compares fast, normal, and slow moving averages to give a visual reading of trend alignment. It colors the chart green when the fast average is above the normal average and the normal average is above the slow one, red when the ordering is…

Technical indicatorsTrend following
ProRealCode

The Guppy indicator plots two groups of exponential moving averages on closing prices. The shorter-period group is presented as representing short-term traders, while the longer-period group represents longer-term investors. The suggested approach is to…

Technical indicatorsTrend followingMomentum
ProRealCode

This indicator combines the difference between an exponential moving average and a simple moving average with a smoothed signal line and a zero reference. The description presents crossings between the oscillator and signal line as a more reactive reading,…

Technical indicatorsVolatilityMomentum
ProRealCode

The document presents a Renko-based system that buys after at least two upward bricks follow a decline of two or more bricks, and sells short after at least two downward bricks follow an advance of two or more bricks. The example code builds bricks from…

FuturesTrend followingBreakoutTechnical indicators
ProRealCode

The article explains an RSI divergence indicator that avoids confirmed pivots. Instead, it compares the current price and RSI with extremes from an earlier short window, then requires elevated volume and an RSI extreme before marking a bullish or bearish…

Technical indicatorsMomentumStatisticsBacktesting
ProRealCode

ATLAS Mini is a compact indicator designed to flag unusually narrow Bollinger Bands as a warning that a sharp price move may follow. It measures band width relative to the upper band, applies a square-root scaling and multiplier, then compares the result…

VolatilityTechnical indicatorsBreakout
ProRealCode

This indicator presents a configurable period’s standard deviation of closing prices as a histogram. Each bar is colored according to whether the calculated deviation is higher or lower than its value on the previous bar. The example uses a default lookback…

Technical indicatorsVolatilityStatistics
ProRealCode

This indicator concept estimates seller pressure as the distance from a bar’s high to its close, and buyer pressure from its low to its close, with an option to take the absolute value of the buyer measure. It smooths these series using a configurable moving…

Technical indicatorsMarket microstructureStatistics
ProRealCode

The Market Cycle Projection Engine turns a Wyckoff-inspired cycle model into a five-state indicator: Accumulation, Markup, Distribution, Markdown, and Transition. It classifies bars using normalized linear-regression slope, the ratio of fast to slow ATR, and…

Technical indicatorsTrend followingMean reversionVolatility
ProRealCode

This proposed EUR/USD strategy on an hourly chart looks for a sharp move through a Bollinger Band followed by a close beyond the opposite band. The long setup also requires the positive directional indicator to exceed the negative one, while the short setup…

ForexTechnical indicatorsMean reversionRisk management
ProRealCode

The indicator builds a price channel around a smoothed closing price. It updates that center using a moving-average-style recurrence over the configured BandsBars period, and smooths each bar’s high-low range over the same period. A Deviation multiplier…

Technical indicatorsBreakoutTrend following
ProRealCode

The Price Momentum Oscillator (PMO) converts one-period price change into an oscillator by applying two successive custom exponential-style smoothing steps. The first operates on the percentage change; the second smooths a scaled version of that result. A…

Technical indicatorsMomentumStatistics
ProRealCode

This indicator estimates smoothed momentum from the median of Heikin Ashi highs and lows. It applies a regularized exponential moving average to that price series, then measures the change in the smoothed value relative to its prior value. The curve’s…

Technical indicatorsMomentumTrend following
ProRealCode

This document describes an adaptive trend indicator that evaluates multiple SuperTrend variants using different Average True Range multipliers. It scores their recent performance, groups the variants into three performance clusters using a k-means-inspired…

Technical indicatorsTrend followingVolatilityMachine learning
ProRealCode

This indicator calculates a central pivot from the previous day’s high, low, and close, then derives support and resistance levels using 38.2%, 61.8%, and 100% of that day’s trading range. It displays the resulting levels for the current day, offering…

Technical indicatorsEquities
ProRealCode

This indicator compares Bollinger Bands with a second price envelope built from average range. When the Bollinger Bands fit inside the range envelope, the indicator marks a squeeze by leaving the squeeze series undefined. When the Bollinger Bands extend…

Technical indicatorsVolatilityMomentumForex
ProRealCode

This screening method combines a metaverse concept classification with two price conditions. A stock qualifies when its close is above the previous session’s low and both its current low and high exceed their previous values. The latter condition describes a…

EquitiesTechnical indicatorsMomentumChina markets
ProRealCode

This indicator modifies SuperTrend by grouping recent ATR observations into low, medium, and high volatility regimes with a three-cluster K-Means procedure. It initializes cluster centers from percentiles of the ATR range over a training window, repeatedly…

Technical indicatorsMachine learningVolatilityTrend following
ProRealCode

This document describes a chart indicator that combines ZigZag swing points with projected support and resistance levels and labels for higher highs, higher lows, lower highs, and lower lows. It detects pivot highs and lows over a configurable lookback,…

Technical indicatorsTrend followingMean reversionBreakout
ProRealCode

Trinity Impulse is a directional indicator built from the Commodity Channel Index and a weighted average of the Force Index, both calculated using a price that gives the close extra weight. It returns a positive reading when the two measures are sufficiently…

Technical indicatorsMomentumTrend following
ProRealCode

The document describes a long-only stock strategy that trades when the closing price is above a rising 200-period moving average. It uses a faster and a slower moving average as a crossover trigger: a bullish cross opens a position, and a bearish cross…

EquitiesTrend followingTechnical indicatorsPosition sizing
ProRealCode

The Kase Peak Oscillator is presented as a technical indicator intended to identify unusually strong directional price moves and local peaks. It combines logarithmic high-to-low price movements across a range of lookback periods with a volatility estimate…

Technical indicatorsVolatilityBreakout
ProRealCode

The indicator estimates the next closing price that would bring a Wilder-smoothed RSI to a chosen value. It starts from the current RSI and the smoothed average gains and losses, then algebraically solves for the price change needed to reach the target. If…

Technical indicatorsStatistics