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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

Strategy library

This SuperTrend variant uses an ATR-based line and a selectable price source to determine trend direction. When the close is within a configurable ATR distance of the prior trend line, the line retreats by an ATR-scaled amount instead of following its usual…

Trend followingTechnical indicatorsVolatilityBacktesting
Strategy library

This document presents a customizable redesign of the Parabolic SAR indicator, a trend-following tool that can also serve as a trailing stop. Users can adjust the start, increment, and maximum parameters, change the plotted point width, and choose whether to…

FuturesCryptoTrend followingTechnical indicators
Strategy library

This proposed long-only system combines the direction of 20, 50, and 100-period exponential moving averages with price action around the 20-period EMA. It enters when price crosses above that EMA while all three averages are rising. It exits if RSI exceeds…

CryptoFuturesTrend followingTechnical indicators
Strategy library

This strategy combines a Keltner Channel breakout with a long-term trend filter and momentum confirmation. The channel uses a 20-period EMA and bands set two ATRs above and below it. Long entries require price to break above the upper band while above a…

FuturesTrend followingBreakoutTechnical indicators
Strategy library

This strategy follows trends by comparing a 50-period fast simple moving average with a 200-period slow one. A bullish crossover triggers a long entry and a bearish crossover a short entry, with execution described for the next candle’s open. The design also…

FuturesTrend followingTechnical indicatorsRisk management
Strategy library

This long only method builds synthetic candles by averaging open, high, low, and close prices sampled at Fibonacci spaced bar offsets. It then calculates several EMAs on the averaged close and uses their mean as a trend filter. A long position opens when the…

Trend followingTechnical indicatorsFuturesCrypto
Strategy library

This trend following approach combines a 50 period and 200 period EMA to define direction, then uses RSI and MACD as entry filters. Long entries require the faster EMA above the slower one, RSI above 55, and MACD above its signal line. Short entries reverse…

ForexTrend followingTechnical indicatorsMomentum
Strategy library

This strategy combines two crossover signals to assess momentum and broader trend direction. A 50-period EMA crossing above a same-length SMA marks improving short-term momentum, while a 50-period SMA relative to a 100-period SMA supplies a broader trend…

FuturesTrend followingMomentumTechnical indicators
Strategy library

This trend-following approach enters long when a 12-period EMA crosses above a 45-period SMA. It trails a stop using a volatility measure: the description specifies a 15-period ATR multiplied by six, with the stop rising as the EMA rises. A separate…

Trend followingTechnical indicatorsRisk managementBacktesting
Strategy library

This trend strategy combines a fast exponential moving average with two slower weighted moving averages. It looks for the fast average to cross both slower averages, while the MACD histogram must have the same directional sign: positive for a bullish signal…

Technical indicatorsTrend followingMomentumRisk management
Strategy library

This strategy uses a fast and slow exponential moving average to form a directional cloud. It enters long when the close is above the fast EMA and the fast EMA is above the slow EMA, and enters short under the inverse conditions. The source configures EMA…

Technical indicatorsTrend followingBacktestingFutures
Strategy library

This strategy uses a zero-lag MACD variant built from fast and slow double exponential moving averages (DEMA). It subtracts the slow DEMA from the fast DEMA, then applies a similarly de-lagged signal calculation. The stated trading rule enters long when the…

Trend followingMomentumTechnical indicatorsFutures
Strategy library

This strategy combines an AlphaTrend line with Bollinger Bands. It enters long when price crosses above the upper band while AlphaTrend is rising, and short when price crosses below the lower band while AlphaTrend is falling. AlphaTrend uses ATR-based…

FuturesCryptoTrend followingMean reversion
Strategy library

This system uses Parabolic SAR to identify potential changes in direction and trade both long and short. It enters long when SAR crosses below the closing price and short when SAR crosses above it. The stated default SAR settings are a start value of 0.02,…

FuturesCryptoTrend followingTechnical indicators
Strategy library

This strategy combines a fast and slow simple moving average crossover with fixed-amount purchases. A cross above the slower average triggers a long entry, while a cross below triggers a short entry in the supplied script. The description also proposes…

CryptoFuturesTrend followingTechnical indicators
Strategy library

This trend-following system builds a Variable Index Dynamic Average (VIDYA) whose responsiveness changes with momentum measured by the Chande Momentum Oscillator. It surrounds the average with volatility bands based on average true range (ATR). A move above…

Technical indicatorsTrend followingVolatilityFutures
Strategy library

This trend-following approach uses a weekly MACD histogram change to choose a directional bias and moving-average signals for entries and exits. The description proposes using faster and slower EMAs on an intraday chart, entering in the direction of the…

Technical indicatorsTrend followingBreakoutFutures
Strategy library

This daily-chart strategy combines MACD crossovers with RSI, CCI, StochRSI, and a 200-day simple moving average. MACD provides the initial directional signal. The other indicators are used as overbought or oversold checks, while price relative to the moving…

Technical indicatorsTrend followingMomentumFutures
Strategy library

This short-term strategy combines a 50-period exponential moving average (EMA) with a pullback and bearish-candle confirmation. It first looks for a downward EMA break, then a rising pullback over a few candles, followed by an engulfing pattern; the proposed…

Technical indicatorsTrend followingFuturesCrypto
Strategy library

This strategy uses the midpoints of fast and slow rolling price ranges to identify directional conditions and place breakout entries. With stated defaults of 13 and 52 periods, it marks a long mode when the fast midpoint is above the slow midpoint and a…

FuturesTechnical indicatorsBreakoutTrend following
Strategy library

The visible portion of this script identifies swing points with a candle-direction Zigzag calculation, then measures ratios between successive pivots to recognize harmonic formations. It defines ratio-based rules for patterns including Bat, Butterfly,…

Technical indicatorsTrend followingBacktestingRisk management
Strategy library

This strategy uses the Chande Momentum Oscillator (CMO) and a weighted moving average of that oscillator to generate directional signals. The document describes going long when CMO rises above its WMA and short when it falls below, with an option to reverse…

CryptoFuturesMomentumTrend following
Strategy library

This document describes a long-only Ichimoku strategy that combines a Tenkan–Kijun crossover with price position relative to the cloud. The stated entry logic requires an upward crossover and a close above the cloud; exits can follow a downward crossover or…

CryptoFuturesTrend followingMomentum
Strategy library

This document describes a long-only strategy that uses six exponential moving averages, spanning short to long lookbacks, to identify aligned trends. It enters when each shorter EMA is above the next longer EMA and the closing price crosses above the…

CryptoFuturesTrend followingTechnical indicators