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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.

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766 documents
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682 documents
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662 documents
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560 documents
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511 documents
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340 documents
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246 documents
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219 documents
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195 documents
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191 documents
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181 documents
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175 documents
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164 documents
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163 documents
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157 documents
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152 documents
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144 documents
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132 documents
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116 documents
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86 documents
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86 documents
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79 documents
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68 documents
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62 documents
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61 documents
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54 documents
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50 documents
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45 documents
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45 documents
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38 documents
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34 documents
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32 documents
quant-trading
31 documents
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28 documents
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22 documents
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21 documents
Jesse
17 documents
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16 documents
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14 documents
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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

40 documents

Freqtrade

This five-minute long-only strategy combines a fast stochastic oscillator, an ADX strength filter, and short EMAs. It enters when the opening price is below the five-period EMA of lows, the stochastic %K crosses above %D while both remain below a tunable…

Technical indicatorsMomentumRisk managementBacktesting
Freqtrade

This five-minute crypto strategy combines entry conditions drawn from two named Bollinger Band approaches. One setup looks for a sharp downward move below a 40-period lower band, with price change, candle tail, and closing-price conditions used to qualify…

CryptoTechnical indicatorsMean reversionRisk management
Freqtrade

This hourly long-only strategy combines the Average Directional Index (ADX) with two simple moving averages. It calculates a 14-period ADX and 3-period and 6-period SMAs. A long entry is signaled when ADX is above 25 and the shorter SMA crosses above the…

Technical indicatorsTrend followingBacktesting
Freqtrade

This Freqtrade strategy combines two Commodity Channel Index readings with Chaikin Money Flow and Money Flow Index conditions to identify long entries and exits. It calculates these indicators on the input candles and adds moving averages from a resampled…

Technical indicatorsMean reversionRisk managementBacktesting
Freqtrade

GodStra is a Freqtrade long strategy that builds a broad set of technical indicators and evaluates configurable entry and exit rules. Each rule compares a selected indicator with another indicator or a numeric threshold; supported operators include…

Technical indicatorsBacktestingRisk management
Freqtrade

This Freqtrade strategy defines long entries on a five-minute chart using MACD, RSI, and Bollinger Bands. It requires MACD to be above zero and its signal line, the upper Bollinger Band to be rising, and RSI to exceed 70. Long exits are triggered when RSI…

Technical indicatorsMomentumBacktestingRisk management
Freqtrade

This strategy template combines the Awesome Oscillator (AO) with MACD on a one-hour timeframe. It enters a long position when MACD is above zero and AO crosses from negative to positive. It exits when MACD is below zero and AO crosses from positive to…

Technical indicatorsMomentumBacktesting
Freqtrade

This Freqtrade strategy framework uses sets of generated buy and sell rules, called spells, assembled from technical indicators, operators, and numeric thresholds. Its documentation describes deriving the rules through hyperoptimization, then assigning…

EquitiesTechnical indicatorsMachine learningBacktesting
Freqtrade

This strategy combines a short and medium exponential moving average crossover with a trend filter from a longer resampled timeframe. It enters long when the short average crosses above the medium average, provided the close is above the longer-timeframe…

Technical indicatorsTrend followingBacktesting
Freqtrade

This Freqtrade strategy generates long-entry and exit signals by comparing configurable dataframe columns. Entry occurs when a selected fast series, optionally shifted by a chosen number of bars, crosses above a selected slow series multiplied by a vertical…

CryptoTechnical indicatorsBreakoutBacktesting
Freqtrade

This strategy example sets an initial stop from the entry candle’s closing price minus twice the average true range. It measures the initial risk as the distance between entry price and that stop, then defines a profit threshold by multiplying the risk by a…

Technical indicatorsRisk managementPosition sizingBacktesting
Freqtrade

This Freqtrade strategy uses a variable moving average and an OTT trailing-line calculation to generate directional entries on a one-hour chart. It enters long when the variable average crosses above OTT and short when it crosses below. The OTT function…

CryptoTechnical indicatorsTrend followingRisk management
Freqtrade

This one-hour Freqtrade strategy enters long when a short simple moving average crosses above a longer one and ADX exceeds a configurable threshold. It enters short on the reverse moving-average crossover under the same ADX condition. The ADX lookback and…

Technical indicatorsTrend followingBacktesting
Freqtrade

This Freqtrade strategy uses three Supertrend direction signals to confirm each trade. It enters a long position when all three buy-side indicators point up and volume is present, and marks an exit when all three sell-side indicators point down with volume…

CryptoTrend followingTechnical indicatorsBacktesting
Freqtrade

This Freqtrade strategy looks for a long entry when price moves below the previous candle’s lower Bollinger Band. It calculates bands over a 40-period window with two standard deviations, then checks the band width, the size of the close-to-close move, the…

Technical indicatorsMean reversionBacktestingRisk management
Freqtrade

This strategy framework assembles entry and exit rules from a broad catalog of technical indicators. The catalog spans moving averages, momentum and volume measures, volatility, price transforms, cycle measures, candlestick patterns, and statistical…

Technical indicatorsMachine learningBacktesting
Freqtrade

This Freqtrade strategy combines three Supertrend direction readings for each side of the market. It enters long when all three configured buy readings are up and volume is positive; it enters short when all three sell readings are down and volume is…

CryptoTrend followingTechnical indicatorsBacktesting
Freqtrade

This Freqtrade strategy template describes a short-term, long-and-short system using a five-minute chart. It enters when price is above or below a simple moving average calculated on a resampled, longer interval, and a short-period EMA crosses the…

CryptoTrend followingTechnical indicatorsBacktesting
Freqtrade

This Freqtrade strategy uses 15-minute candles to enter long positions when price falls below a selected lower Bollinger Band and to exit above a selected upper band. The bands use a 20-period window with four standard-deviation settings. Optional guards can…

CryptoMean reversionTechnical indicatorsBacktesting
Freqtrade

This Freqtrade strategy generates long entries when both the Commodity Channel Index and Relative Strength Index fall below configurable thresholds. It exits when both indicators rise above separate exit thresholds. Indicator periods and thresholds are…

Technical indicatorsMean reversionBacktestingRisk management
Freqtrade

This Freqtrade strategy combines MACD direction with the Commodity Channel Index (CCI) to generate long entries and exits. It enters when MACD is above its signal line and CCI is at or below a tunable buy threshold; it exits when MACD is below its signal…

Technical indicatorsMomentumBacktestingRisk management
Freqtrade

This Freqtrade strategy uses a four-hour timeframe and computes an Ichimoku base line and the KST indicator’s difference. Each indicator is normalized across the available dataframe range. Entry and exit thresholds are exposed as tunable numeric values and…

CryptoTechnical indicatorsMomentumBacktesting
Freqtrade

This Freqtrade example defines a long-only strategy using three technical indicators: Commodity Channel Index, Money Flow Index, and Chande Momentum Oscillator. It enters when the prior bar has all three indicators in oversold territory, using thresholds of…

Technical indicatorsMean reversionBacktestingRisk management
Freqtrade

This Freqtrade strategy seeks long entries on a five-minute chart by combining trend strength, oversold conditions, and a stochastic crossover. It requires either a high short-period ADX or a higher slow ADX, a CCI reading below its oversold threshold, and…

CryptoTechnical indicatorsMomentumRisk management