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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

31,205 documents

MQL5 code base

This expert advisor combines a moving-average price filter with RSI readings in overbought or oversold territory. It opens trades when the RSI reaches one of those zones and price is on the corresponding side of the moving average. The description says the…

ForexTechnical indicatorsRisk managementBacktesting
BigQuant

This article presents the 1-2-3 rule as a practical interpretation of Dow Theory’s trend-reversal logic, associated with Victor Sperandeo rather than a term used by Charles Dow himself. For an uptrend, it describes three signs: a trendline break, a rally…

Trend followingTechnical indicatorsRisk managementCrypto
SuperMind

This post proposes a technical screen combining five moving averages, an opening-period price-change filter, and a medium- versus long-term trend condition. It suggests using the 5-, 10-, 20-, 60-, and 120-day averages, requiring at least five averages to…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This brief description introduces Rj_SlidingRange as a technical indicator whose operation is similar to Bollinger Bands and Envelopes. It identifies the indicator’s original author and notes that it was first implemented in MQL4 and published in 2012. The…

Technical indicatorsVolatility
SuperMind

The post proposes a short-term A-share screening rule. It selects stocks classified in the metaverse sector that appeared on the previous day’s trading activity list, then requires the latest close to lie between the middle line and upper band of a 21-period…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

The document describes a Double Exponential Moving Average indicator with a user-selectable chart timeframe. Its example setting uses a higher timeframe than the chart’s default interval, allowing the indicator to display a DEMA calculated from that selected…

Technical indicatorsTrend following
MQL5 code base

This indicator presents ColorStepXCCX direction across ten separate timeframes in one view. Each line represents an indicator on a different timeframe: rising oscillator movement is shown in green, falling movement in pink, and other conditions in gray. Dots…

Technical indicatorsTrend following
MQL5 code base

The Efficiency Ratio measures how directly price moved over a period by comparing the net price change with the total absolute movement along the way. Its values range from zero to one: higher readings indicate a more efficient, directional path, while lower…

Technical indicatorsStatisticsTrend following
MQL5 code base

Corrected Average, also called Optimal Moving Average, is a smoothed indicator intended to avoid following price for small deviations that may produce false trend signals. It starts with a moving average of the selected applied price, using a configurable…

Technical indicatorsVolatilityTrend following
MQL5 code base

The Round Levels indicator draws configured zones around round-number price levels above and below the current market price. The user sets how many levels appear in each direction, the spacing between levels, and each zone’s width. Optional settings control…

Technical indicatorsForexMarket microstructure
MQL5 code base

AverageChangeCandle is a chart indicator designed to display price impulse and give a visual sense of market volatility. It calculates changes for the open, high, low, and close price series and presents those four measurements together as a candlestick…

Technical indicatorsVolatilityMomentum
SuperMind

This document describes a China A-share screening rule for companies classified in the metaverse industry. It combines a circulating share or float-size ceiling of 5.5 billion shares with a volume ratio above 1.5 and below 6. The volume ratio is described as…

China marketsEquitiesTechnical indicators
SuperMind

This proposed short-term stock screen combines three conditions: price amplitude above a threshold, a rounded price pattern relative to recent prices, and a measure formed by multiplying price change by net volume from very large orders. The accompanying…

EquitiesChina marketsTechnical indicatorsMarket microstructure
SuperMind

This proposed equity screen selects stocks based on an amplitude threshold, current trading volume above a stated level, a higher opening price, and a company-type condition. The accompanying analysis describes the screen as using price movement and volume…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This document describes a channel indicator for identifying potential countertrend entries. It calculates the highest and lowest prices over a configurable lookback range, uses their midpoint as the channel center, and plots a simple moving average of…

Mean reversionTechnical indicatorsStatistics
SuperMind

This stock-selection rule combines valuation filters with short-term technical signals. It screens Shenzhen main-board shares for positive price-to-earnings and price-to-book ratios below stated upper bounds, RSI below 65, and a shrinking negative MACD…

EquitiesChina marketsTechnical indicatorsMean reversion
BigQuant

This brief platform discussion concerns an error encountered while plotting intraday minute bars for a futures strategy. The response identifies a data-availability issue: fields such as adjustment factors and suffixed close-price columns are not present in…

FuturesTechnical indicators
MQL5 code base

This indicator places two moving averages, labeled fast and slow, in the main chart window and uses a colored histogram to show the gap between a selected pair of values. The histogram can represent price versus the fast average, price versus the slow…

Technical indicatorsTrend following
ProRealCode

This indicator tracks breakouts beyond recent lows and highs over configurable lookback periods. Each new bearish breakout resets a counter for bars elapsed since that low event; each bullish breakout resets a separate counter since the high event. A buy…

Technical indicatorsBreakoutMomentum
MQL5 code base

This document describes a semaphore signal indicator built around the XCCX_StDev oscillator. Its configurable mode selects among five signal rules: oscillator levels alone, deviation thresholds alone, both conditions together, or the combined conditions…

Technical indicatorsVolatilityTrend following
SuperMind

This post describes an equity screen requiring MACD to be above its zero line, a two-day high condition, market capitalization below a stated ceiling, and positive net profits over five years. It discusses the rationale for combining a momentum-style…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

The post outlines a Chinese equity screening rule that combines metaverse-sector membership, positive institutional flow, and a condition based on rolling 20-period lows and closes. It describes the price condition as a way to find comparatively low prices,…

EquitiesChina marketsTechnical indicatorsSentiment
vn.py community

This forum exchange addresses a question about changing historical EMA readings and repeated signals in a VeighNa CTA strategy using ArrayManager. The answer explains EMA as a recursive indicator: each new bar updates the current value using the latest price…

Technical indicatorsStatisticsFutures
MQL5 code base

This MQL5 Expert Advisor uses a strict confirmation chain across five indicators: a moving average, MACD, Stochastic, OsMA, and Awesome Oscillator. A positive signal is accepted only when every indicator confirms it; failure at any stage discards the signal.…

ForexTechnical indicatorsBacktesting