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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

The document describes a MetaTrader 5 indicator that overlays parallel channels for selected higher timeframes on the current chart. For each timeframe, it uses the last two closed candles: their open-close midpoints determine the median line and its slope,…

Technical indicatorsTrend following
MQL5 code base

This indicator represents MACD as candles rather than displaying price bars and a separate signal line. It calculates four MACD values from the open, close, high, and low price series, then combines those values into a candle format. Candle color, which…

Technical indicatorsMomentum
MQL5 code base

This document describes an expert advisor intended to check a broker’s order execution and spread. It is attached to a chart and sends a Buy Stop order 100 pips away from the current price, then modifies that order. The order activity provides a way to…

ExecutionMarket microstructure
MQL5 code base

The document describes an Alligator indicator whose three lines use a volume-adjusted moving-average method. It identifies adjustable periods and shifts for the Jaws, Teeth, and Lips lines, along with the applied price used in the calculations. These…

Technical indicatorsMarket microstructure
MQL5 code base

The document describes an indicator that measures how far the current price is from a rolling mean in units of standard deviation. Because the score is unbounded, it can represent unusually large deviations without the fixed ceiling of bounded oscillators…

Mean reversionStatisticsTechnical indicators
MQL5 code base

This expert-advisor strategy enters a position when the ColorPEMA_Digit indicator changes color at a bar close. It includes an optional time-based exit: when a trade has been open longer than a preset number of minutes, the position is closed immediately.…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This brief describes a trade-management tool that closes positions associated with the chart's symbol when their combined profit or loss reaches configured thresholds. It treats positions for that symbol separately from positions in other symbols, and…

Risk managementExecution
MQL5 code base

The document describes a higher-timeframe version of the Adaptive Relative Vigor Index indicator. Users can select the chart period for the indicator through an input parameter, with a four-hour period shown as the default. This lets the indicator display…

Technical indicators
MQL5 code base

This expert advisor uses a modified Awesome Oscillator (AO) to generate reversal signals. It buys when a green AO bar appears below zero after a run of red bars, and sells when a red bar appears above zero after a run of green bars. Stochastics and Bollinger…

ForexTechnical indicatorsMean reversionBacktesting
MQL5 code base

This short indicator description explains how to display price change as a percentage of the current candlestick’s opening price. The displayed value is relative to that candle’s open, rather than a return calculated from a prior candle’s close. The user can…

ForexTechnical indicators
MQL5 code base

This document describes an MT4 script that exports account order history to a delimited file for analysis in spreadsheet software. Alongside the available trade attributes, it calculates fields such as net profit after swap and commission, price movement,…

ForexStatisticsRisk management
MQL5 code base

This example explains how a MetaTrader indicator can use an iCanvas library to draw an interactive overlay on a price chart. A timer checks whether the mouse has moved; when it has, the indicator redraws a soft spot, a price information panel, crosshairs,…

Technical indicatorsExecution
MQL5 code base

This indicator looks for divergence by applying a linear regression channel to the MACD. It draws a middle channel line whose color changes to signal a change in slope; users can treat that change as a divergence cue and respond according to their usual…

Technical indicatorsStatisticsMomentum
MQL5 code base

ICE is presented as an aggressive momentum system that seeks strong price impulses and validates them before entry. Detection combines volume with candle-body strength relative to volatility. Confirmation uses a moving-average slope and volatility and spread…

MomentumBreakoutVolatilityRisk management
MQL5 code base

The indicator presents Heikin Ashi open and close values as two chart lines. Its purpose is to retain the smoother view traders often use to see trends while making the transformed values visible without replacing the underlying price candles. The close is…

Technical indicators
MQL5 code base

The document describes a higher-timeframe option for the ExchangePrice indicator. A user selects the indicator’s chart period through an input parameter, with a four-hour period shown as the default example. This lets the indicator use a timeframe chosen in…

Technical indicatorsForex
MQL5 code base

The document describes an expert advisor that monitors an existing position and opens an opposite position when the original position’s loss exceeds a configured pip threshold. For a losing buy, it opens a sell of the same lot size. It then monitors that…

Risk managementPosition sizing
MQL5 code base

The document explains a position sizing calculator that converts a trader’s risk budget and stop-loss distance into a proposed lot size. The budget may be specified as a fraction of account equity or a fixed account-currency amount. The calculator uses the…

Position sizingRisk managementForex
MQL5 code base

This document explains how to use the FuzzyNet library in MQL5 to build fuzzy inference systems of the Mamdani or Sugeno type. It outlines a workflow: define input and output variables, assign linguistic terms and membership functions, create rules, provide…

Machine learningStatistics
MQL5 code base

The document introduces StepMA_Stoch_KV1 as a non-normalized oscillator displayed as a histogram with seven colors. This establishes its broad visual form and distinguishes it from indicators that rescale values to a standard range. The entry also identifies…

Technical indicators
MQL5 code base

CronexDeMarker is described as a modification of MACD that uses data from the DeMarker indicator. Its output is presented as a colored cloud, offering a visual way to inspect the combined indicator values. The document identifies the author and notes that…

Technical indicators
MQL5 code base

YABSI is described as a chart indicator that marks buy and sell signals using comparisons among recent closing prices, highs, lows, and a typical-price series. Its only listed setting controls whether the typical-price line is shown; that line is also used…

Technical indicatorsEquities
MQL5 code base

The document presents a classic pivot-point calculation based on a period’s high, low, and close. The central pivot is their average. It then derives three resistance levels above the pivot and three support levels below it, with the outer levels extending…

Technical indicatorsFutures
MQL5 code base

The Expert Advisor described here searches a chosen number of recent bars on a configurable timeframe for the highest high and lowest low. It then places a Buy Stop above the high and a Sell Stop below the low, with the distance set by an indentation…

ForexBreakoutExecutionBacktesting