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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

7,090 documents

MQL5 code base

The document describes a chart indicator that plots six customizable exponential moving averages to help traders visually assess price behavior across time periods. Periods, line styles, and colors can be set manually. Its suggested presets target short…

Technical indicatorsTrend followingForex
MQL5 code base

This trading system uses changes in the VininI_Trend_LRMA indicator to generate signals when a bar closes. Traders can choose between entering when the indicator crosses its upper or lower levels, or entering when its direction changes. A ChangeOfVolatility…

ForexTrend followingVolatilityTechnical indicators
MQL5 code base

The document presents an RSI price action breakout indicator as a supporting signal for trading strategies. It recommends using the indicator to filter scalping setups on one- or five-minute charts, or to confirm swing trades on hourly charts. It does not…

Technical indicatorsBreakout
MQL5 code base

This document outlines an Expert Advisor that uses the Blau Ergodic oscillator to generate trade entries. It lists three possible signal events: a change in histogram direction, a move through the zero line, or a change in the signal-line cloud's color. An…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This page describes a higher-timeframe variant of the TriXCloud indicator for MetaTrader 5. Its input allows the user to select the chart period used by the indicator, with a four-hour period shown as the default. The page also states that the base TriXCloud…

Technical indicatorsForex
MQL5 code base

This brief describes a trading utility that changes the take-profit and stop-loss settings on all open orders using an input percentage. It is an order-management procedure rather than an entry or exit strategy: the user supplies the percentage and the…

Risk managementExecutionPosition sizing
MQL5 code base

The document describes a chart indicator that plots Fibonacci levels, presented as pivot points, on daily candlesticks. Its stated purpose is visual: it adds reference levels to a daily price chart. No calculation rules, trading entry or exit method, or…

Technical indicatorsStatistics
MQL5 code base

The document describes an expert advisor that trades signals from the XRSI DeMarker Histogram. It generates a signal when a bar closes and the indicator changes direction, so the strategy acts on confirmed direction shifts rather than intrabar moves. The EA…

ForexTechnical indicatorsBacktesting
MQL5 code base

This Expert Advisor description outlines a bar-driven pending-order strategy. When there are no open positions or pending stop orders, it places a buy stop and a sell stop at a configured distance from price. If neither order is triggered by the next bar,…

FuturesBreakoutPosition sizingExecution
MQL5 code base

MaksiGen_Channels is described as an indicator that measures a price range during a configurable first time window, then draws that channel across two later session intervals. The sample settings define the range window and subsequent periods by start and…

ForexBreakoutTechnical indicatorsMarket microstructure
MQL5 code base

StodivCandle colors chart candles according to the Stochastic oscillator’s level and its position relative to the signal line. Lime marks an overbought reading, while magenta marks an oversold reading. For readings between those zones, teal indicates that…

Technical indicatorsMomentum
MQL5 code base

PercentageCrossover is described as a moving indicator whose code does not use averaging. The note identifies the indicator’s author and says it was first implemented in MQL4, with an earlier publication in the MQL4 Code Base. This gives basic context about…

Technical indicators
MQL5 code base

WATR_HTF_Signal displays the direction of a WATR indicator calculated on a chosen higher timeframe. A right-pointing arrow marks continuation of the existing trend at the selected bar; a diagonal arrow marks a change and indicates the direction of the trade…

Technical indicatorsTrend followingRisk management
MQL5 code base

This brief note describes a McClellan Oscillator variant that uses floating levels in place of fixed signal thresholds. It presents the levels as a more flexible alternative to the discontinued signal lines used in another version, and suggests treating…

Technical indicatorsEquities
MQL5 code base

This document describes an XXRSX indicator augmented with a trend-strength display. It calculates the standard deviation of the indicator and compares that value with a configurable threshold. When the deviation exceeds the threshold, the chart places a…

Technical indicatorsStatisticsTrend following
MQL5 code base

The modified Advance–Decline Line (MADL) is presented as a trend-strength indicator that uses price movement within each bar and tick volume, adjusted by a moving average of volume over a configurable period. Its value accumulates from the previous reading,…

Technical indicatorsTrend followingRisk management
MQL5 code base

The document outlines an Expert Advisor that trades signals from two moving-average lines of the FractalAMA_MBK indicator. A signal is generated at bar close when the indicator’s main line crosses its signal line. Running the advisor requires a separately…

Technical indicatorsTrend followingBacktestingForex
MQL5 code base

The document describes a MetaTrader tool for checking whether stored market ticks are reliable inputs to real-tick backtests. It counts invalid or crossed quotes, timestamp anomalies, sharp one-tick reversals relative to median spread, gaps compared with…

BacktestingMarket microstructureExecutionStatistics
MQL5 code base

This brief description concerns an EUR/USD moving-average trading program. Its stated operational principle is trading with a moving average, with an account-funds check before each order. The check is intended to prevent an order from failing because the…

ForexTechnical indicatorsRisk managementExecution
MQL5 code base

This document explains an indicator that calculates a time-weighted average price from a selected cash-market open through the end of the broker's server day. Unlike tick-volume-weighted VWAP, each unit of session time receives equal weight. To handle…

Technical indicatorsStatisticsVolatilityEquities
MQL5 code base

The document describes a MetaTrader news detector that retrieves economic news and displays upcoming events. Users can filter the feed by event importance, currency, and keywords, while an automatic GMT offset check helps align event times. A dashboard and…

Event-drivenForexRisk management
MQL5 code base

This overview of a trading automation section introduces the MQL5 concepts used to build Expert Advisors. It begins with instrument specifications and trading account settings, then covers built-in functions, data structures, robot events, and the Strategy…

BacktestingExecutionMarket microstructureTechnical indicators
MQL5 code base

The document describes a ZigZag indicator that draws rays to identify movements large enough to count as significant. It offers two ways to define that threshold. In point-based mode, a user-set point value determines significance. In range-based mode, the…

Technical indicatorsStatistics
MQL5 code base

This trading system uses the Extremum indicator’s histogram color changes to generate entries. A trade signal occurs when a bar closes and the histogram switches from green to red or red to green. The description does not specify the indicator’s calculation…

ForexTechnical indicatorsBacktesting