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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

7,090 documents

MQL5 code base

This MetaTrader indicator displays the direction or trade signal produced by the Stalin indicator for a chosen bar and timeframe. It marks continuing trends with a colored star and trend changes with a directional arrow, and can also issue alerts and audio…

Technical indicatorsTrend following
MQL5 code base

This brief description outlines an MT5 indicator that constructs a moving line by extrapolating a fourth-degree polynomial. It describes deriving candidate lines from a sine-like curve and from an axial or nearly constant line, with different line-power…

Technical indicatorsStatisticsBacktesting
MQL5 code base

The document describes an MT4 indicator that draws separate colored boxes for the Asian, London, and New York trading sessions. Each box marks a session’s high-low range, with extension lines intended to carry those levels forward for chart reading. Optional…

Technical indicatorsBreakoutMarket microstructureForex
MQL5 code base

The document describes an indicator that groups broker tick quotes by server hour over a configurable history window. It reports median and 90th-percentile spreads, with optional mean and maximum statistics, and can compare the spread with a user-entered…

ForexMarket microstructureExecutionRisk management
MQL5 code base

This document describes a MetaTrader 5 indicator that condenses several market readings into a dashboard using completed candles. It combines fast and slow EMA relationships, price versus a filter EMA, short-term EMA slope, ADX and directional indicators,…

Technical indicatorsTrend followingVolatilityBreakout
MQL5 code base

Gold Dust proposes a robustness check for optimized trading systems that addresses the instability of financial-market statistics. Instead of optimizing one parameter set on one historical interval and forward-testing it, the method optimizes separate…

BacktestingRisk managementMachine learningStatistics
MQL5 code base

SatlMacd is described as an oscillator built from the averaged difference between the SATL digital filter and the closing price. The description identifies the two components and the averaging step, but does not explain the filter's construction, the…

Technical indicatorsStatistics
MQL5 code base

This indicator presents the trend direction or trade signal produced by BinaryWaveSign at a selected bar. A horizontal arrow marks continuation of the existing trend, while a diagonal arrow indicates a change and points in the trade direction. Colors…

Technical indicatorsTrend followingMomentum
MQL5 code base

The document introduces the Kaufman Moving Average as one type of moving average and suggests using it alongside other indicators. It offers no formula, parameter guidance, signal rules, chart examples, or performance analysis, so it serves only as a brief…

Technical indicators
MQL5 code base

This document describes an Expert Advisor that trades signals from the CronexAC oscillator. A signal is generated when a completed bar shows a change in the indicator cloud's color. For the EA to run, the compiled CronexAC indicator must be installed in the…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document explains a least-significant-digit radix sort that processes numeric values byte by byte, using 8-bit digits. It presents an MQL implementation intended for large arrays and describes support for several integer and floating-point types,…

StatisticsExecutionBacktesting
MQL5 code base

BW-wiseMan-1 is described as a semaphore-style signal indicator built on Bill Williams’ Alligator indicator. A semaphore indicator presents signals in a visual marker format, while the stated basis here is the Alligator, a technical tool used to characterize…

Technical indicatorsTrend following
MQL5 code base

Advance Trend Pressure is a technical indicator intended to show both the direction and strength of a price trend. Its calculation uses candle bodies and shadows, combining price differences such as the open-to-close move with distances between the high or…

Technical indicatorsTrend following
MQL5 code base

This document describes an expert advisor that offers several ways to move a stop as a trade progresses. The stop can follow price by a fixed point distance or use Parabolic SAR, ATR, moving averages, candlestick patterns, or fractals. It can also be set as…

Risk managementExecutionTechnical indicatorsBacktesting
MQL5 code base

This brief trading script description explains how a chart interaction can determine a price for a short pending order. Dragging the script onto a chart uses the drop price to choose between a sell stop and a sell limit order, depending on the price context.…

ExecutionRisk managementPosition sizing
MQL5 code base

This document describes a variation on MACD that substitutes double exponential moving averages for the usual exponential moving averages. It also replaces a single signal line with two discontinued signal lines, which the author presents as levels that may…

Technical indicatorsMomentum
MQL5 code base

This indicator utility helps programmers inspect values supplied through an OnCalculate call. It displays the most recent, previous, and first observed values, along with whether parameter arrays use series indexing. Users can change the series setting…

Technical indicatorsExecution
MQL5 code base

Smooth Candle S is a chart indicator that plots four moving averages derived from the open, low, high, and close prices of each candlestick. It provides a way to smooth each component of the candle separately, allowing traders to view a filtered…

Technical indicatorsEquities
MQL5 code base

This indicator is designed to compare two instruments for a convergence trade. It plots an averaged line for each instrument and a third line that represents the distance between them, with colors distinguishing divergence from convergence. The suggested…

Pairs tradingMean reversionPosition sizingVolatility
MQL5 code base

The MACD Squeeze indicator adapts the squeeze concept to a MACD histogram. It identifies a potential trading zone when Bollinger Bands contract inside Keltner Bands, using the compression as a condition for deciding when to focus on the MACD signal. The…

Technical indicatorsVolatilityMomentum
MQL5 code base

This document explains a custom MetaTrader 5 MACD indicator that adapts its smoothing to market conditions. It calculates the squared Pearson correlation between closing prices and bar index over a configurable lookback, then uses that value to blend two…

Technical indicatorsMomentumTrend followingStatistics
MQL5 code base

The Deviation Oscillator is presented as a volatility-oriented indicator that measures the distance between an applied price and its moving average, then scales that distance using the minimum and maximum deviations observed over a selected range. The result…

Technical indicatorsVolatility
MQL5 code base

The document describes a terminal script for exporting account history into a CSV trading journal. It selects deals from a user-chosen lookback period and groups them by position ID to reconstruct closed positions, including on netting and hedging accounts.…

ExecutionRisk management
MQL5 code base

This research summary examines whether sell-side analysts’ earnings forecasts change as they issue more forecasts during a day. It frames decision fatigue as a shift from deliberate reasoning toward faster, more heuristic judgments. Using analyst forecast…

EquitiesStatisticsSentimentEvent-driven