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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
WonderTrader
14 documents
Alphalens
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

BigQuant

This research summary reviews the 2021 commodity futures market and examines whether exchange increases in trading fees affect commodity prices and CTA strategies. It describes a year of broad price gains followed by sharp reversals amid market…

FuturesCommoditiesTrend followingMarket microstructure
ProRealCode

The Optimized Trend Tracker (OTT) is presented as a trend indicator that compares price with a moving-average-based threshold. Price above the OTT suggests an uptrend, while price below it suggests a downtrend. The accompanying code implements the indicator…

Technical indicatorsTrend following
SuperMind

This stock selection approach combines three chart conditions: price amplitude above a threshold, at least five moving averages overlapping, and the 20 day moving average above the 120 day average. The longer average comparison is presented as a way to favor…

EquitiesTechnical indicatorsTrend following
MQL5 code base

The document describes a short-term trading approach built around a DynamicRS indicator with fixed channel boundaries. It says the indicator’s values tend to form near those boundaries, based on the author’s experiments, and proposes using higher timeframes…

Technical indicatorsTrend followingMean reversionRisk management
ProRealCode

The Retracement Pressure Index (RPI) is a trend-context oscillator designed to assess whether a pullback may be mature enough to watch for a trend-direction re-entry. Instead of applying a fixed lookback, it counts consecutive counter-trend bars and adapts…

Technical indicatorsTrend followingVolatilityRisk management
ProRealCode

This document describes an indicator that uses price action and volume to label sixteen Wyckoff events and classify recent activity as accumulation, distribution, or neutral. It detects events from rolling highs and lows, volume compared with its average,…

Technical indicatorsStatisticsBreakoutTrend following
MQL5 code base

This document describes a modified variable moving-average indicator that can replace its averaging method, display the latest value as a price label, and round channel levels to a chosen number of digits. Its main analytical feature is a three-level…

Technical indicatorsStatisticsTrend following
FMZ forum

The article uses binomial price paths to explain how adding to positions changes the distribution of trade outcomes. In a fair random walk with zero expected return, it shows that both adding in the direction of the move and adding against it leave expected…

Position sizingRisk managementTrend followingBacktesting
MQL5 code base

The document describes a short-term signal method that combines Stochastic direction with price crossing a moving average and an ADX-based trend assessment. A long setup requires Stochastic to rise, price to break the moving average, and the trend to…

Technical indicatorsBreakoutTrend following
MQL5 code base

The Vertical Horizontal Filter (VHF), introduced by Adam White in 1991, is designed to assess whether prices are trending or moving sideways. The document presents it as a way to guide the choice between trend following and range oriented indicators. It…

Technical indicatorsTrend following
ProRealCode

This strategy seeks reversals when price breaks a diagonal trend line defined from detected swing highs or lows. It tracks a trend state, estimates the line's steepness using the tangent function, and treats a possible close beyond that boundary as a…

BreakoutTrend followingTechnical indicatorsRisk management
ProRealCode

This post presents a custom oscillator that combines a modified STORSI with the Rahul Mohindar Oscillator (RMO). The STORSI component averages a relative-strength-style measure of gains and losses with a measure of the close within its recent high-low range.…

Technical indicatorsMomentumTrend following
FMZ forum

The author argues that strategies depend on market behaviors that are not stable over time. Arbitrage is presented as relying on price differences between venues tending to converge; trend following, grid trading, martingale approaches, and news trading each…

CryptoMean reversionTrend followingArbitrage
SuperMind

This Chinese-language article describes an A-share stock screen using three conditions: at least five moving averages overlap, large-order net buying occurs in the afternoon, and the 30-day average is rising. The author interprets the overlap as relative…

EquitiesTechnical indicatorsTrend followingChina markets
SuperMind

The strategy first switches between the CSI 300 and the ChiNext index based on the changing gap between their performance curves. It describes a widening gap as a signal to buy the stronger index and a narrowing gap as a signal to buy the weaker one, using a…

China marketsEquitiesTrend followingTechnical indicators
SuperMind

This stock selection method combines three daily technical conditions: turnover must be between 3% and 12%, the opening price must be within 5% of the 10-day average closing price, and the 30-day average closing price must be rising. The document presents…

EquitiesTechnical indicatorsTrend following
MQL5 code base

This indicator draws a quadrangle from the daily open, high, close, and low, while being intended for use on hourly charts. The described method visually compares the shape of the latest figure with its base. A narrowing smaller than the base is treated as a…

Technical indicatorsBreakoutTrend following
ProRealCode

The Phase Change Index (PCI) is presented as an indicator for distinguishing consolidation, uptrend, and downtrend phases. It compares price deviations with a linear path over a lookback period, then scales the positive and negative deviations into an…

Technical indicatorsStatisticsTrend following
BigQuant

This research describes a systematic trend-following strategy for commodity futures. It first uses MACD crossings, filtered by cumulative distance relative to ATR, to classify rising and falling trends. It then revises those classifications when price…

FuturesCommoditiesTrend followingTechnical indicators
ProRealCode

This document describes a long-or-short crossover strategy that searches pairings among 70 moving average and filter types for a chosen market and timeframe. The selected series use a common period, and an additional exponential smoothing step is intended to…

Technical indicatorsTrend followingMachine learningBacktesting
MQL5 code base

This indicator combines a fast ZigZag with plotted DiNapoli target levels. It marks a possible stop-loss level in red, followed by a start line and three successive target lines. The display also includes vertical lines aligned with corresponding points in…

Technical indicatorsTrend followingRisk management
MQL5 code base

The document describes a modified momentum indicator that adds a correction period to make momentum readings less prone to false signals. It says that setting the correction period below zero reproduces ordinary momentum, with a 100-point adjustment when…

MomentumTechnical indicatorsTrend following
ProRealCode

This note proposes estimating volatility from the thickness of the Ichimoku Kumo, calculated as the absolute distance between its two forward spans. It normalizes that distance against a 200-period average and standard-deviation bands. Readings above 100 are…

Technical indicatorsVolatilityTrend followingBreakout
FMZ forum

This introduction defines an algorithm as a set of explicit, consistently followed rules for trade entry, exit, sizing, and risk management. It contrasts discretionary, rule-based, and hybrid trading, then describes two potential advantages: control over…

FuturesTrend followingMean reversionPortfolio construction