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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

7,090 documents

MQL5 code base

This note describes a Swami-style stochastic indicator associated with John Ehlers’s discussion in a March 2012 issue of TASC. The indicator displays colored zones derived from stochastic calculations and adds a generic stochastic value, described as an…

Technical indicatorsTrend followingStatistics
MQL5 code base

This automated strategy combines MACD crossovers with a 200-period moving average filter and support or resistance conditions. A buy setup requires the MACD main line to cross above its signal line below zero, price to be above the moving average, and price…

Technical indicatorsTrend followingRisk managementPosition sizing
MQL5 code base

This indicator compares the direction of the USDX line with the direction of the Slope Direction Line and displays a colored pointer in a separate chart window. It marks agreement when both lines point upward or both point downward, using distinct colors for…

Technical indicatorsTrend followingForex
MQL5 code base

This indicator gathers values from up to ten combinations of symbols, timeframes, and signal variants, synchronizing them to the symbol on which the indicator is installed. Its original purpose is to provide normalized inputs to a neural network, though the…

Machine learningTechnical indicatorsStatistics
MQL5 code base

This indicator applies the Relative Strength Index to values from Parabolic SAR rather than to market prices. The author presents it as another variation in the RSI family and says it can be used in the same general way as a conventional RSI. In this…

Technical indicatorsMomentumTrend following
MQL5 code base

This brief note introduces standard named pipes as a way for developers to communicate with the MetaTrader 4 terminal environment without relying on potentially unsafe DLLs. It describes pipe access as operating through familiar file-style reads and writes,…

Execution
MQL5 code base

This framework outlines pre-trade checks for a robot sending a market buy order. It obtains the current ask and bid, computes optional stop-loss and take-profit levels, and adjusts those levels when they fall inside the broker’s minimum stop distance. It…

ExecutionRisk managementPosition sizing
MQL5 code base

SwingCyborg is an expert advisor for automating medium- and long-term trades whose trend start and end are chosen by a human. The user provides those turning points, and the software manages the trading continuously. It includes three money-management…

Trend followingTechnical indicatorsRisk managementBacktesting
MQL5 code base

This document describes an educational MetaTrader 5 panel for manually entering trades on hedging accounts. A trader chooses BUY or SELL; the panel sizes positions by a configured percentage risk and submits a broker-side stop loss with an optional…

Risk managementPosition sizingExecution
MQL5 code base

This indicator description focuses on supply and demand zones and their behavior over time. It reports the number of times zones are retested and identifies levels that switch roles, such as support becoming resistance or resistance becoming support. Users…

Technical indicatorsExecution
MQL5 code base

The document describes an implementation of William Blau’s stochastic oscillator from his work on momentum, direction, and divergence. It presents the oscillator as a colored histogram with a signal line displayed as a colored cloud, offering a visual way to…

Technical indicatorsMomentum
MQL5 code base

This coding example describes a simple Forex robot that places a sell pending order at the upper Bollinger Band and a buy pending order at the lower band. It uses the bands’ central simple moving average as a position-closing level. The shown setup is tied…

ForexTechnical indicatorsVolatilityExecution
MQL5 code base

This extended Fibonacci channel indicator lets users choose how to define the reference distance that represents the full channel width on each bar. The available methods are the maximum, mean, or median price displacement from a moving average, or the…

Technical indicatorsStatisticsVolatility
MQL5 code base

This indicator displays two Bollinger Band channels built around one moving average and adds labels showing the latest values. The document identifies the visual components and notes that the implementation depends on a smoothing-algorithm library for…

Technical indicatorsVolatility
MQL5 code base

This brief note compares a normalized version of MACD with the standard indicator. It says the two may look similar in ordinary conditions but can diverge substantially during periods of elevated volatility. The differences may affect not only the indicator…

Technical indicatorsVolatility
MQL5 code base

The strategy defines a range using the high and low of the first four-hour candle of the New York day. Once that candle has formed, it waits for a five-minute close outside the range, followed by a close back inside. A move above the high and then back into…

ForexMean reversionBreakoutBacktesting
MQL5 code base

This indicator description explains a visual way to compare the Skyscraper_Fix trend signal across ten timeframes. It plots ten indicator lines, with line and dot colors derived from the original indicator's middle-line color scheme. A star appears on a line…

Technical indicatorsTrend following
MQL5 code base

This expert advisor combines RSI reversal signals with moving average direction. It buys when RSI leaves oversold territory and turns upward while the moving average is rising; the sell setup reverses those conditions. A higher timeframe moving average can…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

Ozymandias is presented as a price indicator intended to filter short-term fluctuations. It plots a colored line around the price range and a band that signals overbought or oversold conditions. The line color represents an average price value, while the…

Technical indicatorsTrend following
MQL5 code base

This MetaTrader expert advisor generates buy and sell signals by comparing the current bar’s open price with moving average values from the current and preceding bars. It evaluates the conditions on every tick. When a signal appears in a direction that…

Technical indicatorsTrend following
MQL5 code base

XWAMI is a momentum indicator that displays a colored cloud to show trend direction. Its smoothing algorithm can be changed, allowing users to view the indicator with different smoothing methods. The document notes that the implementation relies on a library…

MomentumTechnical indicators
MQL5 code base

This document explains a custom Hull Moving Average indicator calculated from closing prices. For each bar, it computes weighted moving averages over the full period and half period, doubles the half-period average and subtracts the full-period average, then…

Technical indicatorsTrend following
MQL5 code base

This document describes an MQL5 expert advisor intended to manage already-open positions by closing them when profit or loss reaches a user-set threshold expressed as a percentage of account balance. It does not generate entries or determine when to trade,…

Risk managementExecution
MQL5 code base

JSATL combines two smoothing methods in sequence: it first applies the Slow Adaptive Trend Line (SATL) digital filter to a price series, then applies JMA adaptive smoothing to the filtered output. The additional smoothing is intended to reduce reactions to…

Technical indicatorsTrend following