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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

4,574 documents

MQL5 code base

This Expert Advisor uses Stochastic Oscillator signals to open trades and includes averaging, a configurable cap on open positions, and optional trailing stops. Its inputs cover trade size, take-profit and stop-loss distances, trailing distance, maximum…

Technical indicatorsForexPosition sizingRisk management
MQL5 code base

This brief description identifies StochasticDiffSign as a semaphore-style signal indicator built on the StochasticDiff indicator. It also notes that the implementation uses classes from a separate smoothing-algorithm library, which must be available to the…

Technical indicatorsForex
MQL5 code base

This expert-advisor description outlines a trading system that acts on several candlestick patterns. It allows separate stop-loss, take-profit, and trailing-stop settings for long and short positions, plus a shared trailing increment. The system is designed…

ForexTechnical indicatorsRisk managementPosition sizing
MQL5 code base

This forex strategy uses two Bollinger Band envelopes calculated from a 20-period simple moving average: one at two standard deviations and another at three. A long setup begins when the ask price crosses above the upper three-deviation band; a short setup…

ForexTechnical indicatorsBreakout
MQL5 code base

The document explains why MetaTrader’s TimeGMT function can give misleading results in the strategy tester: there, it matches simulated trade-server time. It describes a library that estimates the broker’s GMT offset from historical hourly bars and subtracts…

ForexBacktestingExecution
MQL5 code base

This expert advisor uses the Color Schaff Trend Cycle indicator to form trades when its histogram breaks through configured overbought or oversold levels. Signals are taken after the bar closes, so the method waits for confirmation rather than acting on an…

ForexTechnical indicatorsBreakoutBacktesting
MQL5 code base

The document describes the Camarilla indicator as a way to display daily reversal, support, and resistance levels for currency pairs. Its basic idea is to watch price behavior near pivot and surrounding levels, using them to frame potential reversals and…

ForexTechnical indicatorsMean reversion
MQL5 code base

The document describes an Expert Advisor built around the T3_TRIX indicator. It can trigger trades when the indicator histogram changes direction, crosses the zero line, or when the signal-line cloud changes color; an input selects the entry mode. The EA…

ForexTechnical indicatorsBacktesting
MQL5 code base

This document describes a MetaTrader indicator that presents Fractal_MFI readings using a timeframe selected in the indicator’s input settings. The example default is a four-hour chart period, while the user may choose another timeframe. This makes the…

Technical indicatorsForex
MQL5 code base

The document explains fixed-width fractional differencing (FFD) as a way to make price series more suitable for statistical and machine-learning models while retaining some long-term dependence. It contrasts this with ordinary integer differencing, which can…

Machine learningStatisticsForex
quant-trading

The document describes a rule-based method for detecting a double-bottom, or “W,” pattern with Bollinger Bands. It calculates a 20-period moving average and standard deviation, then sets the upper and lower bands two standard deviations from the average. The…

ForexTechnical indicatorsBreakoutBacktesting
SuperMind

The article proposes finding unusually large price moves across a range of lookback lengths, rather than relying on a single fixed period such as the conventional RSI or Bollinger Band settings. It estimates volatility from prior chart data, measures moves…

Technical indicatorsVolatilityMean reversionForex
MQL5 code base

This document explains a trade-management expert advisor that moves a position’s stop loss to a specified breakeven level after the position reaches a configured profit threshold. A separate distance setting determines where the stop is placed relative to…

ForexRisk managementExecution
MQL5 code base

This document describes a MetaTrader expert advisor that trades from the MACDCandle indicator. It generates a signal when a bar closes and the indicator’s candle color changes, making the indicator transition the entry trigger. The advisor requires the…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document outlines an Expert Advisor that trades signals from the Extrem_N indicator. A signal occurs at a bar’s close when one colored line appears after the other color’s line disappears; the direction depends on which color replaces which. The system…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This trading system uses the MACD_Xtr indicator to generate trades. It enters at the close of a bar when a red or green bar appears, and exits either through a pending order or when the bar color changes. The document describes a test on USDCHF at the…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document describes an automated strategy that buys more as a contract price falls and sells more as it rises. Despite being labeled arbitrage, the approach trades price moves in exchange contracts without requiring a corresponding commodity price…

ForexMean reversionArbitrageRisk management
MQL5 code base

The document describes an MT4 script that totals the net imbalance across existing positions and places a trade in the opposite direction for that amount. Its examples show how the hedge changes as buys and sells accumulate: an excess of buy volume leads to…

ForexRisk managementPosition sizing
MQL5 code base

MarketPredictor is described as an open-source MetaTrader 5 Expert Advisor that applies mathematical tools to historical prices and future scenarios. Its stated methods include Fast Fourier Transform analysis to identify dominant frequency patterns and Monte…

ForexMachine learningStatisticsBacktesting
MQL5 code base

The Expert Advisor combines an initial buy or sell position with a protective stop order, then builds a grid of pending orders at set price intervals. It uses ADX on a configurable timeframe to choose the grid style: below 40 it places limit orders, while…

ForexGrid tradingTechnical indicatorsRisk management
MQL5 code base

This document describes an Expert Advisor that maintains a grid of pending orders above and below the current market price. Users can configure the number of orders per side, spacing, order types, lot size, slippage allowance, take-profit distance, and a…

ForexGrid tradingExecutionRisk management
MQL5 code base

This document describes an expert advisor that opens trades using one of six signal configurations: MACD direction, price relative to a pivot, support and resistance breaks, or combinations of i_Trend, RSI, stochastic, and MFI. Users can reverse signals and…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

This document describes an Expert Advisor that trades signals from the XWPR_Histogram_Vol indicator. It enters when a bar closes after crossing an overbought or oversold level. The two levels correspond to separate positions, each with its own magic number…

ForexBreakoutTechnical indicatorsPosition sizing
MQL5 code base

The document describes an indicator that converts live minute-bar data into bars with a user-selected number of seconds per interval. Its stated approach uses OHLC rate data, so the conversion is presented as possible even when individual ticks are…

CryptoFuturesForexMarket microstructure