Skip to content

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

RVIDiff is an indicator that displays the smoothed difference between the main and signal lines of the Relative Vigor Index as a colored histogram. The description establishes what the plotted values represent, but does not specify the smoothing formula,…

Technical indicatorsStatistics
MQL5 code base

This document describes a moving average indicator that combines a digital low-pass filter with conventional averaging. The digital filter coefficients are generated using a filter-design program, and the resulting values are further smoothed with an…

Technical indicatorsStatistics
MQL5 code base

This document describes an informational MetaTrader 5 chart indicator for reviewing account and position risk before placing an order. It displays balance or equity, margin figures, bid and ask, spread, broker volume constraints, open positions, and floating…

Risk managementPosition sizingExecution
MQL5 code base

The Choppiness Index is presented as an oscillator for classifying market conditions as trending, flat, or undergoing unstable consolidation. Its histogram uses colors to distinguish established trends, trend transitions, flat conditions, and unstable…

Technical indicatorsTrend followingVolatilityStatistics
MQL5 code base

The document introduces EMA deviation as an alternative to standard deviation for measuring volatility. Standard deviation is described as a measure of dispersion, commonly used in technical analysis to quantify current volatility. The usual calculation uses…

VolatilityTechnical indicatorsStatistics
MQL5 code base

The document describes an MT4 utility for estimating a proposed trade’s risk and potential reward before entry. Inputs include entry, stop-loss and take-profit prices, position size, and an account-value basis selected from balance, equity, or a custom…

Risk managementPosition sizingExecution
MQL5 code base

This post outlines a Chinese equity screen based on capital strength and company scale. It proposes ranking stocks by a capital-flow measure and selecting firms above a stated size threshold, using 2021 data. The suggested measure relates net inflow to…

China marketsEquitiesFactor investingRisk management
MQL5 code base

This document describes SSIFT, an indicator that combines a stochastic calculation with an inverse Fisher transform and Rainbow Smoothing. It identifies three configurable inputs: the calculation period, the slowing setting, and the price series used in the…

Technical indicatorsStatistics
MQL5 code base

This brief description presents an Expert Advisor designed only for hedge accounts. It opens two positions in opposite directions, then waits until both positions have closed through their stop-loss or take-profit levels. Once both are closed, it opens…

ForexExecutionRisk management
MQL5 code base

This brief description introduces an Expert Advisor based on fast DeMarker and Stochastic indicators. It says the system uses hidden stop-loss and take-profit levels, with the stop loss set after a minimum take-profit level has been reached. The author…

ForexTechnical indicatorsRisk managementExecution
MQL5 code base

This document outlines a trading system based on the UltraWPR indicator. It generates a trade signal at bar close when the indicator cloud changes color. A position can be closed by a pending order or when the cloud switches to a color opposite to the…

ForexTechnical indicatorsBacktestingTrend following
MQL5 code base

This document describes a Chinese equity screen combining a turnover range of 3% to 12%, at least one limit-up event within the preceding 25 days, and a current control-plate reading above 21. It presents the idea as a way to find active shares with recent…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

This document introduces the Trend Intensity Index as an oscillator displayed in a color histogram. It identifies the indicator and notes that its implementation relies on a smoothing library for intermediate calculations. The source offers no formula,…

Technical indicators
MQL5 code base

This document describes a MetaTrader expert advisor that uses a moving average as a reference for opening and adding positions. It opens buys when price is above the average by a configured distance and sells when price moves below it by that distance.…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

ForexLine is a trend indicator that displays a moving-average line in different colors according to the detected trend direction. It determines direction by comparing the relative positions of a fast smoothed average and a slower smoothed average, using…

ForexTrend followingTechnical indicators
MQL5 code base

The document explains how a mutex can prevent concurrent trading scripts or terminals from accessing shared data at the same time. Without synchronization, one process may read data while another is still writing it, potentially producing inconsistent…

ExecutionMarket microstructure
MQL5 code base

This document describes an Expert Advisor that trades signals from the PPO Cloud oscillator. It enters when a bar closes with a crossover between the indicator’s main and signal lines, together with a change in the cloud’s color. The description identifies…

ForexTechnical indicatorsBacktesting
MQL5 code base

The i-DRProjections indicator forecasts a trading day’s price range using data from the preceding day. Its calculations are described as based on Thomas R. DeMark’s book New Science of Technical Analysis. The accompanying usage guidance says the projection…

Technical indicatorsStatisticsRisk management
MQL5 code base

This document explains a volatility indicator based on a GARCH(1,1) recursion. The model estimates conditional variance from a constant term, the latest shock, and persistence in earlier variance. Its displayed forecast line rises after large return changes…

VolatilityStatisticsTechnical indicators
MQL5 code base

This document describes a simple signal module that compares the selected price with a moving average. It issues a buy signal when price is above the average and a sell signal when price is below it; an optional reverse setting swaps those outputs. The…

Technical indicatorsTrend following
MQL5 code base

The document explains the Bollinger Band squeeze as a way to identify periods when price volatility has contracted. It describes the conventional bands as a 20-period simple moving average with upper and lower boundaries set two standard deviations away.…

Technical indicatorsVolatilityBreakout
MQL5 code base

The document describes a tool for assessing portfolios of expert advisors (EAs) across three dimensions: correlation between daily profit-and-loss series, the hours and weekdays when strategies trade, and diversity across asset classes. It combines dimension…

Multi-assetPortfolio constructionRisk managementStatistics
MQL5 code base

The document describes a MetaTrader 5 replay trainer for practicing trades on Renko charts. Users choose a historical interval and brick size, load available broker tick data, then advance the replay manually or one brick at a time. Virtual buy and sell…

BacktestingTechnical indicatorsRisk management
MQL5 code base

This indicator description presents an all-in-one version of Woodies CCI. It emphasizes correct implementation of the system’s trend-change rules, including the required yellow bar, and adds colored slope lines for an exponential moving average and a linear…

Technical indicatorsFuturesMomentumBacktesting