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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
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
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

MQL5 code base

Super SAR combines Parabolic SAR direction changes with SuperTrend confirmation. Green or red arrows indicate a potential entry when SAR changes position and SuperTrend agrees. A gray arrow marks an SAR direction change without SuperTrend confirmation,…

Technical indicatorsTrend followingVolatility
MQL5 code base

This indicator description presents a version of the instantaneous trend line that uses self-adjusting levels to filter signals. The stated motivation is that relying directly on the trend line’s slope can produce too many signals; adaptive levels are…

Technical indicatorsTrend followingBacktesting
SuperMind

The document proposes an A-share stock screen combining daily price amplitude, a specified share-price level, and a weekly close above its 30-week moving average. It presents the rules as a way to combine volatility, a price filter, and a trend signal. It…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This document outlines an A-share stock screen combining daily amplitude above 1, a share price above its five-day moving average, and a rounded upward price pattern. It interprets higher amplitude as evidence of trading activity and the moving-average and…

EquitiesTechnical indicatorsTrend followingRisk management
MQL5 code base

The document describes adapting an automated trading system to test signals from a ZigZag-based trend indicator. The system opens trades when signals arise and exits through stop-loss or take-profit orders; it can hold multiple orders, with the count tied to…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

The document describes Chandelier Exit as a trend indicator displayed as a colored cloud, with stop levels placed beyond the cloud's range. This gives a compact visual way to view the indicator's trend signal and the area beyond which its stops are set. The…

Technical indicatorsTrend followingRisk management
BigQuant

The document reviews three quantitative allocation approaches: rotating between equities and bonds, flexible multi-asset allocation, and multi-asset trend following. Each approach is offered at conservative, moderate, and aggressive risk levels, allowing…

Multi-assetEquitiesFixed incomeTrend following
MQL5 code base

This MetaTrader indicator plots a price channel, trend line, Fibonacci levels, and Fibonacci fan using recent peaks identified by an NRTR-based ZigZag indicator. Users can select a calculation timeframe and adjust the ZigZag period, display options, colors,…

Technical indicatorsTrend followingFutures
FMZ forum

The document explains the behavioral challenges of trend following: traders must tolerate repeated small losses, fluctuations in open profits, and periods of waiting for a large move. It recommends evaluating a strategy over many trades rather than judging…

Trend followingRisk managementBacktestingStatistics
ProRealCode

This document explains a swing indicator that anchors an Archimedean spiral at the last confirmed pivot. Its structure changes when price makes a new high or low over a specified lookback; when direction flips, it places the pivot retroactively at the…

Technical indicatorsTrend followingRisk management
MQL5 code base

This document describes a trend indicator implemented using the NRTR approach, with its calculation timeframe set through an input parameter. Average True Range is used in constructing the indicator’s moving average, so the method incorporates recent price…

Technical indicatorsTrend followingVolatility
MQL5 code base

The document surveys a library of trailing-stop methods intended to manage open positions independently of entry rules. Methods include trailing behind recent bar highs or lows, fractal extrema, stepped price advances, tighter distances as profit grows,…

Risk managementTrend followingTechnical indicators
BigQuant

This review evaluates an RSRS market timing strategy out of sample across several Chinese broad-market indices from March 2017 to November 2019. It reports generally positive timing results, strongest on the CSI 300, while the CSI 500 results were more…

China marketsEquitiesTechnical indicatorsTrend following
BigQuant

The document describes a low-lag trend line (LLT) designed to reduce the delay that comes with smoothing price data. It frames moving averages as a trade-off: longer windows smooth noise more effectively but respond more slowly, while exponential averages…

Technical indicatorsTrend followingEquitiesBacktesting
Freqtrade

This crypto trading strategy uses TD Sequential style counts on hourly candles. A buy count increments when each close is below the close four bars earlier; a sell count increments when each close is above that reference. The strategy looks for a price…

CryptoTechnical indicatorsTrend followingRisk management
MQL5 code base

ExTrend is described as an extension of a fractal-line indicator. It draws two current lines based on the highs and lows formed by the latest two fractals, then displays their slope in a separate indicator window. A zero slope corresponds to a horizontal…

Technical indicatorsTrend following
MQL5 code base

This indicator is described as a free supplement to a broader Alpha Trend Spotter tool. It uses price action to identify what its author calls the strongest trend for the day, and the instructions say to use it when the companion indicator shows a clear…

Technical indicatorsTrend followingMomentum
SuperMind

These notes summarize the Turtle trading approach as a systematic trend-following method built around breakouts, disciplined execution, and survival through losing periods. The described rules include entering when prices exceed a prior-period high or low,…

FuturesTrend followingBreakoutPosition sizing
ProRealCode

B-Xtrender is a trend-following indicator intended mainly for higher timeframes. It combines a short-term oscillator, derived from the difference between two moving averages and then transformed with RSI, with a separate long-term RSI measure based on a…

Trend followingTechnical indicatorsMomentum
MQL5 code base

This indicator description presents a generalized version of John Ehlers’ Instantaneous Trend Line, extended with bands intended to help identify trend changes and reduce false signals that may arise from relying only on the line’s slope. The underlying…

Technical indicatorsTrend followingStatistics
MQL5 code base

This Expert Advisor uses changes in the ColorJFatl_Digit indicator’s line color as trade signals, assessed when a bar closes. It follows the indicated trend and increases position volume when unrealized profit, measured in points, rises past a threshold set…

ForexTrend followingPosition sizingBacktesting
MQL5 code base

This Supertrend variation aims to keep its values stable after a bar closes. It replaces the moving average of the bars’ high-low midpoints with a moving statistical median, which the document describes as more robust to extreme values than an average. The…

Technical indicatorsTrend followingStatisticsVolatility
ProRealCode

This indicator design converts RSI readings into Heikin Ashi candles, using RSI of price close for the candle close and a recursive smoother for its open. The candle body represents the net oscillator move, while its wicks show the range of the RSI readings.…

Technical indicatorsMomentumTrend following
MQL5 code base

This article describes a chart indicator that displays slope-based trend direction across nine timeframes in one panel. It explains how the indicator uses an existing slope-direction method, with a selectable second moving-average smoothing method. The…

Technical indicatorsTrend following