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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

31,205 documents

MQL5 code base

This indicator monitors the chart symbol’s Relative Strength Index across selectable timeframes, from M1 through MN1. It can alert when RSI reaches configured extreme zones, using 75 as the default upper threshold and 25 as the default lower threshold. The…

Technical indicatorsMean reversionMulti-asset
MQL5 code base

TSI-OscillatorSign is described as a semaphore signal indicator built on the ColorTSI-Oscillator algorithm. In this context, a semaphore indicator presents signal markers on a chart; the document identifies the underlying indicator family but does not…

Technical indicatorsMomentum
MQL5 code base

The document describes a CVI oscillator that measures how far price has moved from a moving average while accounting for the Average True Range. This normalization relates the deviation to recent volatility, so the oscillator is intended to express price…

Technical indicatorsVolatilityMean reversion
MQL5 code base

This expert advisor generates a directional signal from a selected bar’s open and close: a close above the open indicates a buy, while a close below the open indicates a sell. It evaluates signals only when a new bar appears. A reverse mode can invert the…

Technical indicatorsForexExecutionPosition sizing
SuperMind

This Chinese-language post describes a short-term stock screen combining a minimum daily amplitude, a daily decline constrained to a narrow interval, and a reversal candle pattern. The stated pattern requires the current session to open below the previous…

China marketsEquitiesMean reversionTechnical indicators
ProRealCode

The indicator builds a price channel around a smoothed closing price. It updates that center using a moving-average-style recurrence over the configured BandsBars period, and smooths each bar’s high-low range over the same period. A Deviation multiplier…

Technical indicatorsBreakoutTrend following
MQL5 code base

This reference describes a library of fast Fourier transform routines for processing sampled signals. It covers forward and inverse transforms for complex and real-valued data, a combined transform for two real signals, discrete sine and cosine transforms,…

StatisticsTechnical indicatorsExecution
SuperMind

This stock-selection idea combines three conditions: daily amplitude above one, evidence of main-fund control on the previous day, and a rising price base. It is intended to find volatile shares attracting large investors while still near a possible trend…

EquitiesTechnical indicatorsChina markets
backtrader

This Backtrader example loads a base data feed and creates a second feed at a larger timeframe, with daily, weekly, or monthly options. The larger feed can be produced by resampling or replaying the original series, loaded separately, or created through…

Multi-assetTechnical indicatorsBacktesting
MQL5 code base

TD_I is presented as a modified DeMarker oscillator attributed to Thomas DeMark. It scales readings to a 0–100 range and compares the current bar’s high and low with those from a configurable earlier bar, rather than always using the immediately preceding…

Technical indicatorsStatistics
SuperMind

This Chinese equity screening example combines a metaverse classification and a beverage and alcohol import/export industry classification with price, valuation, and trend conditions. The final screen requires a positive latest price change, a price-to-book…

EquitiesChina marketsTechnical indicatorsFactor investing
ProRealCode

The Price Momentum Oscillator (PMO) converts one-period price change into an oscillator by applying two successive custom exponential-style smoothing steps. The first operates on the percentage change; the second smooths a scaled version of that result. A…

Technical indicatorsMomentumStatistics
SuperMind

This post proposes screening stocks for at least five overlapping moving averages, a rounded or arc-shaped price pattern, and a gain greater than zero but below 35% over ten days. The author interprets moving-average convergence as possible short-term…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This Chinese-language post describes a simple stock screen: select shares with an amplitude above 1, listed for more than a year, and remove those that hit the daily price limit on the previous day. It presents range as a measure related to price movement…

EquitiesTechnical indicatorsVolatilityChina markets
SuperMind

This post describes a stock screen combining three conditions: daily high-low range above 1% of the prior close, a code beginning with 60, and a 2019 dividend ratio above 25%. It explains the range filter as a way to select more volatile stocks, the code…

China marketsEquitiesVolatilityTechnical indicators
MQL5 code base

This MetaTrader indicator identifies supply and demand zones by finding sharp price moves relative to ATR, then marking the preceding base candle. It can measure total range or net body movement across a multi-candle window, merge nearby zones of the same…

Technical indicatorsVolatilityRisk management
SuperMind

This stock-selection approach ranks candidates by capital strength, described through activity measures such as turnover and volume ratio, and combines that ranking with two price filters: the 20-day moving average must be above the 120-day average, while…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This document describes a forex indicator that compares a fast moving average with a slower moving average. It generates a buy signal when the fast average crosses above the slow average, and a sell signal when it crosses below; signals are evaluated at bar…

ForexTrend followingTechnical indicatorsBacktesting
SuperMind

The article describes a short-term stock screen based on daily price movement and trading activity. It selects stocks with amplitude above 1, a daily percentage change between −5% and −4%, and a volume ratio above 1.5 but below 6. The proposed interpretation…

EquitiesVolatilityTechnical indicatorsChina markets
SuperMind

This stock screen combines turnover between 3% and 12%, membership in a robotics concept group, circulating market value below 10 billion yuan, and a recent KDJ golden cross. The article presents the crossover as a possible sign of upward price movement and…

EquitiesTechnical indicatorsMomentumChina markets
ProRealCode

This indicator estimates smoothed momentum from the median of Heikin Ashi highs and lows. It applies a regularized exponential moving average to that price series, then measures the change in the smoothed value relative to its prior value. The curve’s…

Technical indicatorsMomentumTrend following
MQL5 code base

This document describes a chart indicator that lets a trader place a horizontal trigger line at a chosen price. The line begins inactive; moving it on the chart activates it. When price reaches or crosses the level, the indicator can issue alerts, play a…

Technical indicatorsBreakoutExecution
ProRealCode

This document describes an adaptive trend indicator that evaluates multiple SuperTrend variants using different Average True Range multipliers. It scores their recent performance, groups the variants into three performance clusters using a k-means-inspired…

Technical indicatorsTrend followingVolatilityMachine learning
SuperMind

This Chinese equity screen first limits candidates to the metaverse sector. It then looks for stocks whose opening price is near or above the 10-day moving average, using a prior-close and prior-open comparison in the provided formula, and requires the…

EquitiesChina marketsTechnical indicatorsBreakout