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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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

MQL5 code base

The Range Action Verification Index (RAVI) uses the relative difference between a long and short moving average to identify trends. The long average is based on 13 weeks, while the short average is about one tenth as long, rounded to seven periods. RAVI…

Technical indicatorsTrend followingMomentum
backtrader

The document presents a backtesting strategy that compares closing price with a simple moving average. An upward crossover closes any short position and opens a long position; a downward crossover closes any long position and opens a short position unless…

Technical indicatorsTrend followingBacktestingExecution
MQL5 code base

This MQL5 indicator presents a smoothed fast JSatl digital filter with a color cue for movement direction. It displays the latest indicator value as a price label and can round channel levels to a chosen number of decimal places through an input setting. The…

Technical indicatorsTrend following
ProRealCode

This ProRealTime indicator adapts a range filter and adds trend coloring, candle coloring, and plotted channel levels. It estimates a range from smoothed changes in closing prices, then moves the filter line according to price relative to that range. Upper…

Technical indicatorsTrend following
MQL5 code base

The document briefly describes an XFisher_org_v1_Vol oscillator indicator with colored squares displayed at the zero level. These markers appear when the oscillator enters overbought or oversold territory in the direction of the trend, adding a visual signal…

Technical indicatorsTrend following
SuperMind

This post describes a Chinese equity screen for companies associated with the metaverse whose 30-day moving average is rising, with company type used as an additional filter. The prose also mentions a share-price ceiling and suggests that investors might…

EquitiesChina marketsTrend followingTechnical indicators
SuperMind

This Chinese stock-screening note combines daily amplitude above 1, a positive weekly MACD histogram, and a newly formed KDJ golden cross, where the J line moves above the K line. It interprets these filters as selecting relatively volatile shares with…

EquitiesTechnical indicatorsMomentumTrend following
SuperMind

This Chinese stock-selection note describes a screen for shares with amplitude above 1, a weekly five-period moving average crossing above the ten-period average, market capitalization below 10 billion yuan, and no losses. It frames the conditions as a…

EquitiesTechnical indicatorsTrend followingRisk management
BigQuant

This research report develops a low-lag trendline (LLT) using a second-order low-pass filter. It frames the design as a response to the smoothing-versus-delay trade-off in simple and exponential moving averages: stronger smoothing can make conventional…

EquitiesChina marketsTrend followingTechnical indicators
MQL5 code base

This document describes a smoothed version of a trend direction and force indicator. It says the indicator originated with Pyotr Wojdyło for the MetaStock platform and was later adapted for MetaTrader 4 and MetaTrader 5. In this version, a double-smoothed…

Technical indicatorsTrend followingBreakout
SuperMind

The document describes a technical stock-selection rule combining a daily amplitude condition, a price below 20, and a weekly close crossing above its 30-week moving average. It includes indicator-formula and Python-style examples: weekly closing prices are…

EquitiesChina marketsTechnical indicatorsTrend following
MQL5 code base

This example modifies a long-position management routine to calculate a trailing stop using a Parabolic SAR style update. When the latest bar makes a new high, the routine advances a step value up to a configured maximum, then moves the stop upward from its…

Technical indicatorsRisk managementTrend following
MQL5 code base

This indicator modifies a variable moving average (VMA) by using Adam White’s Vertical Horizontal Filter (VHF) as its variable input. In the VMA formula, the current price and prior average are blended using a smoothing constant multiplied by a measure of…

Technical indicatorsVolatilityTrend following
MQL5 code base

The document outlines an automated long-and-short trading setup combining signals across timeframes. For a long entry, it requires MACD divergence on a five-minute chart, the one-hour stochastic main line above its signal line and within a stated range, and…

Technical indicatorsTrend followingMomentumBacktesting
ProRealCode

The document describes an automated trend strategy that combines an Elder trend ribbon, Ehlers indicators, Ichimoku levels, and a 200-period moving average. It uses indicator direction and momentum to filter trades, with fractal dimension as an additional…

ForexTrend followingTechnical indicatorsRisk management
MQL5 code base

The document describes a variation of the Super Smoother indicator that uses its own past values to filter some false signals. It focuses on how the indicator’s color states can be interpreted rather than detailing the calculation or parameters. A change to…

Technical indicatorsTrend followingMean reversion
MQL5 code base

This MetaTrader indicator presents trend direction from a higher-timeframe X2MA calculation as a colored chart background. Pale colors represent continuation states, while brighter colors mark potential trade signals; it can also issue sound alerts and…

Technical indicatorsTrend followingMomentumExecution
MQL5 code base

The analyzer proposes judging whether a market timeframe is suitable for trading by combining several rolling measures: linear-regression signal-to-noise ratio, lag-one return autocorrelation, the Hurst exponent, a volatility-clustering oscillator, and…

Technical indicatorsStatisticsTrend followingMean reversion
MQL5 code base

This educational expert advisor combines classic Renko bricks with ADX and directional indicators to generate entries and exits. It updates indicators only when a brick completes, requires ADX strength and DI direction to agree, and demands a same-direction…

FuturesTechnical indicatorsTrend followingBacktesting
BigQuant

This report uses 250-trading-day highs to track momentum across Chinese stocks, sectors, and indices. It defines distance from a 250-day closing high as the pullback from the maximum close, with zero indicating a new high. The report treats the number and…

EquitiesChina marketsMomentumTrend following
MQL5 code base

The Random Walk Index (RWI) is a technical indicator intended to distinguish statistically meaningful price trends from movement that resembles a random walk. It compares observed price ranges over a chosen lookback with the range expected under random…

Technical indicatorsStatisticsTrend following
ProRealCode

FantailVMA is presented as a moving average whose responsiveness changes with market conditions. Its calculation smooths directional movement and true range to derive ADX-related values, then uses the recent ADX range to set a coefficient that controls how…

Technical indicatorsTrend followingVolatility
MQL5 code base

This note describes an adaptive version of ADXm that uses the vertical horizontal filter (VHF) to vary the indicator’s calculation period instead of relying on a fixed period. The intended effect is to adjust the indicator’s response to changing market…

Technical indicatorsVolatilityTrend following
ProRealCode

Smoothed Rate of Change (S-RoC) applies the Rate of Change concept to an exponential moving average rather than directly to closing prices. It compares the current EMA with its value a chosen number of periods earlier, expresses the difference as a…

Technical indicatorsMomentumTrend following