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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

9,797 documents

Strategy library

This document presents a rules-based strategy using 10-, 20-, and 50-period exponential moving averages alongside recent price extremes. Crosses between the short and middle averages generate signals, while the longer average and a rolling 20-period support…

FuturesCryptoTrend followingTechnical indicators
Strategy library

This document describes an intraday long strategy that combines MACD crossovers with a 200-period exponential moving average. It proposes entering when the MACD line crosses above its signal line while below zero and the close is above the EMA. The stated…

FuturesCryptoTrend followingMomentum
Strategy library

This strategy uses Supertrend bands, derived from price and Average True Range, to define trend direction. A change from a downtrend to an uptrend generates a long signal, while a change from an uptrend to a downtrend generates a short signal. The document…

CryptoFuturesTrend followingVolatility
Strategy library

This trend-following approach uses Bollinger Bands to detect price breakouts and a moving average filter to qualify entries. The stated long setup requires price to cross above the upper band and the moving average; the short setup requires price to cross…

CryptoFuturesTrend followingBreakout
Strategy library

This short-term strategy combines RSI with Stochastic RSI to identify potential overbought and oversold conditions. Its stated defaults use a 10-period RSI with oversold and overbought levels at 20 and 60. Stochastic RSI uses 14-period RSI and stochastic…

CryptoFuturesMean reversionMomentum
Strategy library

This strategy combines ZigZag swing points with Williams %R to time entries in the direction of a detected trend. It looks for Williams %R to cross upward out of oversold territory for a long signal when the ZigZag direction is up, or downward out of…

CryptoFuturesTrend followingMomentum
Strategy library

This long-entry strategy combines a close crossing above an exponential moving average with bullish candle structure. It requires the candle to close above its open, at least half of its body to extend above the average, and combined wick length to stay…

FuturesBreakoutTechnical indicatorsRisk management
Strategy library

This strategy combines a 14-period RSI with 20-period Bollinger Bands to look for reversals at price extremes. It signals a long when RSI is below 30 and the close is at or below the lower band, and a short when RSI is above 70 and the close is at or above…

CryptoFuturesMean reversionTechnical indicators
Strategy library

This strategy combines Stochastic RSI crossovers with moving-average trend filters on five-minute and hourly data. The described long setup occurs when the oscillator’s K line crosses above D in oversold territory while the shorter moving average is above…

FuturesTrend followingMomentumTechnical indicators
Strategy library

This strategy looks for failed breaks of recent Donchian highs or lows and enters in the opposite direction when price returns within the prior range. It distinguishes body breaks from wick-only breaks, treating body-based setups as stronger. Optional order…

FuturesBreakoutMean reversionTechnical indicators
Strategy library

Williams Accumulation/Distribution is a cumulative price-based indicator intended to reflect buying or selling pressure. Its value increases by the close-to-low distance when the close rises versus the prior close, decreases by the close-to-high distance…

FuturesTechnical indicatorsMomentumRisk management
Strategy library

This strategy pairs RSI thresholds with Bollinger Band crossings to generate long and short signals. The long rule requires a short-period RSI to cross above its oversold threshold while price crosses above the lower band. The short rule requires a…

FuturesMean reversionTechnical indicatorsVolatility
Strategy library

This long-only reversal strategy looks for a short-term oversold condition while requiring price to remain above a 200-day exponential moving average. Its entry rules combine a low current RSI with an RSI value three days earlier below a separate threshold,…

Mean reversionTechnical indicatorsRisk managementBacktesting
Strategy library

This strategy uses a short and long simple moving average to define the prevailing direction, then times entries with candle-body momentum and the close’s position relative to the shorter average. Long signals require the shorter average to exceed the longer…

FuturesTrend followingMomentumBreakout
Strategy library

This long-only strategy seeks oversold pullbacks while a long-term moving-average trend is bullish. It combines a 10-period RSI threshold of 30 or lower with the 250-period simple moving average above the 500-period average, and requires current volume to…

Trend followingTechnical indicatorsMomentumFutures
Strategy library

This price-action system uses candle opens, highs, lows, and closes to detect moves that reach fixed point thresholds. Its long and short logic is organized into three phases: an initial large move may trigger entry directly or set a reference level; later…

BreakoutMomentumFuturesRisk management
Strategy library

This strategy combines a ribbon of eight exponential moving averages with the Ichimoku cloud to identify market direction. The description proposes buying when the averages are aligned bullishly and price is above the cloud, then selling when the arrangement…

Trend followingTechnical indicatorsFuturesBacktesting
Strategy library

This strategy combines a momentum-adjusted ATR measure and trend-strength signals with staged profit taking. It describes four ATR-based exit levels and three percentage-based levels for both long and short positions. Parameters include short and long…

FuturesVolatilityMomentumTrend following
Strategy library

This note explains a trend-following strategy that compares a faster moving average with a slower one. A cross above signals a long entry; a cross below opens a short position when shorting is enabled, or closes the long otherwise. It describes simple,…

Trend followingTechnical indicatorsBacktestingFutures
Strategy library

This strategy description combines Stochastic RSI crossovers with a fast and slow moving-average system. The stated long trigger is a K-line cross above D while both readings are in low ranges; the short trigger is a cross below D while both readings are…

FuturesTrend followingMomentumTechnical indicators
Strategy library

The document presents a trend-following approach built around Hull moving averages, intended to respond more quickly than ordinary moving averages. Its description proposes using a short-period Hull average for trade direction and a longer one for broader…

FuturesTrend followingTechnical indicatorsRisk management
Strategy library

This strategy combines breakout signals from a dual-triangle channel with three Supertrend indicators and a 233-period exponential moving average. The EMA and Supertrend positions are used to define broader direction, while a majority of Supertrend direction…

FuturesTrend followingBreakoutTechnical indicators
Strategy library

This short-only strategy looks for a narrow-range day that is also an inside day: the current high-low range is the smallest of the past seven bars, while the high and low remain within the previous bar’s range. It enters short when that setup closes below…

FuturesTechnical indicatorsBreakoutBacktesting
Strategy library

This strategy uses daily exponential moving averages to define the broader trend and hourly EMA crossovers to time trades. It enters a long position when the daily fast average is above the slow average and the hourly fast average crosses above its…

FuturesTrend followingTechnical indicatorsBacktesting