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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

8,851 documents

MQL5 code base

ExtremLine is described as a simple trend indicator that compares the current bar’s extreme with the corresponding extreme from a user-set number of bars earlier. It identifies a downtrend when the current minimum is lower than the earlier minimum, and an…

Technical indicatorsTrend following
MQL5 code base

PrecisionSniper combines trend, momentum, volume, and directional strength indicators into a weighted long or short score. Its eight conditions include EMA alignment and separation, price location relative to a trend EMA, RSI behavior, MACD histogram…

Technical indicatorsMomentumTrend followingRisk management
TqSdk

This example implements a futures Turtle-style trend-following system. It enters long when price breaks above a prior Donchian channel high and short when price breaks below the channel low. Position size is based on account balance, contract multiplier, and…

FuturesTrend followingBreakoutVolatility
SuperMind

This note describes a Chinese equity screen for metaverse-related stocks. It looks for an opening price near or above the ten-day moving average after the prior session’s close was below it, then requires the current close to be above the 10-, 20-, 30-, 60-,…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This document describes a MACD indicator built from Kaufman Adaptive Moving Averages (AMA). AMA adjusts its responsiveness to market conditions, aiming to reduce sensitivity to price noise while limiting lag in detecting trends. The indicator applies AMA…

Technical indicatorsTrend followingStatistics
MQL5 code base

This document explains a Renko-channel indicator that changes bar colors when price moves outside a gray channel. Green marks an upward trend and red marks a downward trend. Bright shades indicate that the candle’s direction agrees with the trend, while dark…

Technical indicatorsTrend followingBreakout
SuperMind

This Chinese-language post describes an A-share stock screen combining a robot-related theme, free-float market value below the stated threshold, daily turnover within a specified band, and a rising sequence of five exponential moving averages from shorter…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

The document proposes screening Chinese A-share stocks in the metaverse sector using a float-size ceiling of 5.5 billion shares and a condition that the 20-day moving average exceed the 120-day moving average. The moving-average comparison is intended to…

EquitiesChina marketsTechnical indicatorsTrend following
ProRealCode

This indicator description introduces the Adaptive Composite Moving Average (ACMA), which combines distance-based weighting, recency weighting, and an efficiency-ratio measure of trend strength. It offers four modes: favor prices near the mean, favor recent…

Technical indicatorsTrend followingVolatilityBacktesting
NautilusTrader

This tutorial demonstrates a component-level backtest workflow using NautilusTrader. It loads historical Binance ETH/USDT trade ticks, configures a simulated spot venue with a cash account and maker-taker fees, and aggregates ticks into bars. A strategy…

CryptoTechnical indicatorsTrend followingExecution
MQL5 code base

This brief indicator description introduces a trend tool that displays a colored histogram based on the difference between a Hull Moving Average and an averaging of that moving average. Its stated purpose is to make the trend signal visible in histogram…

Technical indicatorsTrend following
MQL5 code base

The document describes an indicator that displays the current trend using values from the Skyscraper_Fix indicator on a fixed timeframe. The signal is derived from the color of the original indicator’s middle line. Markers appear on the chart when a bar…

Technical indicatorsTrend following
ProRealCode

This indicator description presents market strength as a way to distinguish directional trends from weak, range bound conditions. Its supplied logic uses the Average Directional Index (ADX) to mark changes in trend strength and a stochastic oscillator to…

Technical indicatorsTrend followingMomentumRisk management
SuperMind

This Chinese equity screen selects stocks associated with the metaverse concept, requires the 30-day moving average to be rising, and looks for seven consecutive down sessions. The proposed interpretation is that a favorable medium-term trend may coexist…

China marketsEquitiesTechnical indicatorsMean reversion
ProRealCode

The document describes a custom oscillator derived from the T3 velocity indicator. It builds three versions of the calculation using short, intermediate, and long exponential smoothing periods, producing separate lines intended to represent price behavior…

Technical indicatorsMomentumTrend following
MQL5 code base

The document discusses the McGinley Dynamic as a price-following average and distinguishes an original calculation from a later modified version. It challenges common descriptions that portray the indicator as inherently faster or better at tracking market…

Technical indicatorsTrend following
MQL5 code base

This expert advisor uses the outcome of its last closed position to determine the next trade direction. After a take-profit exit, it seeks another trade in the same direction; after a stop-loss exit, it switches direction. It permits one open position and…

ForexTrend followingTechnical indicatorsRisk management
MQL5 code base

The document outlines a discretionary short-term momentum setup for currency charts and asks for help turning its rules into an indicator alert. Buy conditions combine a fast and slow linear weighted moving average crossover, price opening above a Laguerre…

ForexMomentumTrend followingTechnical indicators
SuperMind

This Chinese-language post outlines a short-term stock selection screen. It looks for stocks with at least five overlapping moving averages, a positive but below 35% return over ten days, and a shortening MACD histogram below zero on a 15-minute chart. The…

EquitiesTechnical indicatorsMomentumTrend following
MQL5 code base

The document describes an expert advisor that combines two independent systems, one based on SilverTrend_V2 and the other on ColorJFatl_Digit. Each system opens a trade when a completed bar shows a change in the indicator’s trend color. The systems can…

ForexTrend followingTechnical indicatorsPosition sizing
MQL5 code base

The document describes a Donchian Channel indicator displayed as a filled cloud. It adds price labels for the latest channel values and lets users round channel levels to a chosen number of digits. A price grid is also drawn using those rounded levels, so…

Technical indicatorsBreakoutTrend following
ProRealCode

The document describes an equilibrium level derived from the Directional Movement Indicator. It attributes the concept to Welles Wilder and presents crossings between positive and negative directional indicators as important points for judging a commodity…

Technical indicatorsTrend followingCommodities
SuperMind

This Chinese stock-screening note describes a rules-based screen for metaverse stocks. Its stated conditions combine a price above the 250-day moving average with a weekly five-period moving average crossing above the ten-period average. The screen is…

EquitiesChina marketsTechnical indicatorsTrend following