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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

4,574 documents

MQL5 code base

The document outlines an expert advisor that combines three indicators sampled on different timeframes. MACD on a five-minute chart supplies the trade signal, RSI on an hourly chart checks whether conditions are overbought or oversold, and the Alligator on a…

Technical indicatorsForexMomentum
MQL5 code base

The document describes an indicator for visualizing pair trading by overlaying one instrument’s price series on another. When the two series diverge, the example strategy sells the relatively higher pair and buys the lower one; both positions are closed when…

ForexPairs tradingMean reversionTechnical indicators
MQL5 code base

This MetaTrader 5 Expert Advisor generates trades from an Oracle indicator that can redraw its historical signals. At bar close, it can trigger when the signal line crosses the zero level, changes direction, or crosses the indicator line, depending on the…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes an unnormalized oscillator using a Fisher transform in a RAVI indicator. Its stated signal occurs when the oscillator breaks through an upper or lower trigger level, which is set in the indicator parameters. The example configuration…

Technical indicatorsBreakoutForex
MQL5 code base

This short page describes a simple way to view the intraday performance of individual currencies. Users can adjust line appearance and choose the hour and minute that define the start of a trading day, so the comparison can be aligned to a preferred session…

ForexTechnical indicators
MQL5 code base

Binario is an Expert Advisor that calculates exponential moving averages of the same period using high and low prices. The description says these averages adjust the system’s settings, but do not generate buy or sell signals. Instead, the EA alternates long…

ForexTechnical indicatorsRisk managementExecution
MQL5 code base

This document describes an Expert Advisor that trades from signals produced by the iRSISign indicator. A signal is generated when the indicator displays a colored icon at a bar’s close. The strategy therefore uses the indicator’s signal as its entry trigger;…

ForexTechnical indicatorsBacktesting
MQL5 code base

This document describes an Expert Advisor based on the 2pbIdealXOSMA indicator. It opens a trade when the indicator’s histogram changes direction, with the signal evaluated at the close of a bar. The described setup is a rules-based technical approach whose…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes an Expert Advisor strategy that uses the XDeMarker_Histogram_Vol_Direct indicator. It opens trades when a bar closes and the indicator histogram changes direction, shown by a change in the color of its star markers. The description…

ForexTechnical indicatorsBacktesting
MQL5 code base

This Expert Advisor uses the Fractal Weight Oscillator to generate signals at bar close. It buys when the oscillator crosses upward through its oversold level and sells when it crosses downward through its overbought level. A higher-timeframe indicator is…

ForexTechnical indicatorsMean reversionBacktesting
MQL5 code base

This document explains an expert advisor that manages a sequence of positions using a martingale volume multiplier. A new position’s size is calculated by multiplying the previous position’s volume, while user-set distances determine when the next position…

ForexPosition sizingRisk management
MQL5 code base

This indicator counts consecutive identical candles across currency pairs and lets the user change the displayed text size. Its proposed use is to notice when a long run of matching candles may precede a correction or reversal. The description provides a…

ForexTechnical indicatorsMean reversion
MQL5 code base

This document describes an Expert Advisor that trades signals from the BinaryWave_StDev indicator. It opens a position when a colored indicator point appears at a bar’s close, then exits when the indicator reverses direction against the open position. The…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document names two WaveTrend settings: Channel Length (n1), with a stated default of 10, and Average Length (n2), with a stated default of 21. It says the first adjusts sensitivity to price movements and the second smooths the WT1 line. The indicator is…

Technical indicatorsTrend followingForex
MQL5 code base

This document outlines a simple Expert Advisor that evaluates a pivot derived from the prior bar’s high and low. It describes opening trades from the relationship between the current bar’s open, the prior high, and the pivot, then comparing successive pivots…

ForexTechnical indicatorsMean reversion
MQL5 code base

This brief script description outlines a tool for estimating the margin needed to open a trade at a specified volume. It also says the tool calculates the maximum number of lots that can be traded for a chosen symbol. The only example identified is CADJPY…

ForexPosition sizingRisk management
MQL5 code base

This trading system combines three Stochastic indicators operating on different timeframes. Two indicators establish directional bias by comparing each Stochastic reading with its signal line. A third, lower-timeframe indicator provides the entry trigger…

ForexTechnical indicatorsMomentumBacktesting
MQL5 code base

This document describes a MetaTrader indicator that marks candle price changes once they exceed configured minimum thresholds. It reports changes in points and percentage, and lets users choose between comparing a candle’s close with its open or comparing…

Technical indicatorsEquitiesForex
ProRealCode

This proposed EUR/USD strategy combines Bollinger Bands, a conventional RSI, a Traders Dynamic Index (TDI), and a custom ATR-based stop line. Long setups begin when price and the momentum measures reach specified lower extremes; the system then waits for the…

ForexTechnical indicatorsMean reversionMomentum
MQL5 code base

This expert advisor trades within a configured time interval and uses the highest and lowest prices observed over a chosen number of bars as breakout levels. According to the description, a break below the low triggers a buy, while a break above the high…

ForexBreakoutExecutionRisk management
MQL5 code base

This expert advisor is built on the idea that price crossing a moving average and traveling a specified distance may continue in that direction. It places Buy Stop and Sell Stop pending orders, then updates their distance from a long-period moving average at…

ForexTrend followingBreakoutExecution
ProRealCode

The document presents a four-hour forex system: a breakout approach for NZD/USD and a reversal variant for AUD/NZD, described as using the same code with long and short orders reversed. The sample rules combine the direction of recent daily closes, a…

ForexBreakoutMean reversionTechnical indicators
MQL5 code base

This document explains a MetaTrader indicator for monitoring three price conditions: a rise above a chosen level, a fall below a chosen level, or a touch at an exact level. It maps those conditions to separate chart lines and offers popup, email, and mobile…

ExecutionForexTechnical indicators
MQL5 code base

This document describes an expert advisor that closes open trades and pending orders when account-equity thresholds for profit or loss are reached. The thresholds are stated in account currency: a profit target should be above current equity, while a loss…

ForexRisk managementExecutionPosition sizing