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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

This document explains a daily Smart Money Index calculation based on the S&P 500’s early-session and late-session price changes. Each day, the prior index value is reduced by the gain or loss during the opening interval and increased by the gain or loss…

EquitiesTechnical indicatorsUS marketsMarket microstructure
ProRealCode

The document describes the Corrected Average, also called the Optimal Moving Average, as a smoothed price indicator. It starts from a simple moving average and compares the gap between that average and the prior corrected value with recent price volatility.…

Technical indicatorsVolatilityTrend following
ProRealCode

This indicator combines an ATR-based trailing level with the Commodity Channel Index (CCI) to mark bullish and bearish states. When CCI is above its configurable threshold, the bullish level is set below the low by an ATR amount and is prevented from falling…

Technical indicatorsTrend followingVolatility
ProRealCode

The indicator marks recent price highs and lows at two scales: major swings use a longer lookback, while minor swings use a shorter one. The stated purpose is to help identify trend structure and periods when prices are ranging, drawing on Dow theory. Both…

Technical indicatorsTrend followingVolatility
ProRealCode

This indicator adapts Bollinger %b by using a Heikin-Ashi close and TEMA smoothing. It calculates a zero-lag style smoothed price series, then positions that series relative to a weighted average and standard-deviation bands. The output is a bounded…

Technical indicatorsVolatilityMean reversion
ProRealCode

This DAX strategy uses a one-hour Kaufman Adaptive Moving Average (KAMA) crossing a 22-period simple moving average to generate long and short signals. It calculates signals on hourly bars but uses one-minute data to manage exits. The author describes a…

FuturesTrend followingTechnical indicatorsRisk management
ProRealCode

The document presents a chart indicator that combines a MACD histogram, a volatility squeeze condition, and RSI-based coloring. It defines a squeeze using Bollinger Bands contained within Keltner Channels, then colors the MACD histogram according to whether…

Technical indicatorsVolatilityMomentumBacktesting
ProRealCode

This tool graphs cumulative simulated outcomes after consecutive runs of bullish or bearish candles, considering run lengths from one to twelve. For each qualifying pattern, it records a one-candle return in the direction of a hypothetical long position and…

Technical indicatorsStatisticsBacktestingExecution
ProRealCode

The document explains an indicator that marks bullish and bearish breaks of market structure using price pivots. A configurable lookback period identifies swing highs and lows; a close above a stored high or below a stored low triggers a breakout line and a…

Technical indicatorsBreakoutRisk management
ProRealCode

This document presents a Holt-style exponential moving average that smooths price while updating an estimate of its local trend. It describes two indicator variants: a single-color average and one that colors the line according to the angle of its slope. The…

Technical indicatorsTrend followingStatistics
ProRealCode

The indicator looks for possible exhaustion in price movement by identifying repeated long wicks near RSI-defined oversold or overbought zones. For a bullish signal, it checks three candles for lower wicks extending below their bodies, with wick depth…

Technical indicatorsMean reversionVolatilityBacktesting
ProRealCode

The SSL Channel uses two moving averages, one calculated from highs and one from lows, to form a channel. A state variable changes direction when the close rises above the high-based average or falls below the low-based average; otherwise, it retains its…

Technical indicatorsTrend followingEquities
ProRealCode

This indicator combines two HalfTrend series with different amplitudes. Their difference forms a histogram, and a six-period average of that difference serves as a signal line. The post describes MACD-style interpretations: a histogram crossing the zero line…

Technical indicatorsTrend followingMomentumFutures
ProRealCode

This charting indicator highlights a historical series of option expiration dates by drawing vertical lines in the chart background. The listed dates cover quarterly expirations from 2004 through 2019, and the author suggests these sessions may coincide with…

OptionsEquitiesEvent-drivenTechnical indicators
ProRealCode

This concept indicator builds upper and lower trigger lines from rolling sums of open, high, and close prices, divided by three times the lookback length. A signal line crosses the upper level to indicate a possible buy and the lower level to indicate a…

Technical indicatorsRisk management
ProRealCode

This multiday strategy trades the FTSE 100 as an IG Markets CFD on hourly bars. It uses QQE signals crossing the midpoint for entries, with a Universal indicator as a directional filter. Month-specific multipliers adjust long and short position sizes,…

FuturesTechnical indicatorsMomentumPosition sizing
ProRealCode

Real Motion expresses an equity’s closing price as a percentage deviation from a reference moving average. The calculation divides the close by the average, subtracts one, and scales the result by 100. This centers the indicator at zero when price matches…

EquitiesTechnical indicatorsStatistics
ProRealCode

The document describes an upper and lower price channel built from the typical price, defined using high, low, and close. The upper boundary takes the highest value over a lookback window of a transformed price expression; the lower boundary takes the lowest…

Technical indicatorsVolatilityBreakoutMomentum
ProRealCode

The document presents a price-smoothing indicator that combines a smoothed estimate with a velocity term. It updates the estimate from the difference between current price and the prior prediction, then uses the velocity’s sign to indicate a long or short…

Technical indicatorsTrend followingMomentum
ProRealCode

The indicator described here tracks three definitions of an unfilled price gap and displays the remaining distance to closure as histogram bars. Daily gaps measure the space between a session’s close and the next open. Intraday gaps compare the shadows of…

Technical indicatorsEquitiesStatistics
ProRealCode

The indicator rescales price candles using recent summed highs and lows, then plots them against fixed overbought and oversold thresholds. Its purpose is to flag short-term conditions where price may revert toward its mean. Candle color marks whether the…

Technical indicatorsMean reversionOptions
ProRealCode

The Relative Bias Filter is a bounded signal intended to help avoid trades against strong directional conditions. Its signal is based on RSI applied to an average of typical price. A move toward the upper threshold indicates bullish strength and discourages…

Technical indicatorsTrend followingRisk management
ProRealCode

This indicator measures the change in a Triangular Moving Average relative to Average True Range, producing a volatility-normalized slope. With the stated default settings, it uses a 20-period average, a 100-period ATR, and upper and lower slope thresholds…

Technical indicatorsTrend followingVolatility
ProRealCode

The document describes a ZigZag indicator that identifies candidate swing highs and lows from rolling price extremes, stores pivot prices, directions, and bar indices in arrays, and connects the pivots. It classifies highs and lows as higher or lower…

Technical indicatorsBreakoutStatistics