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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
Quantopian lectures
45 documents
Binance API docs
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

CloseAgent is presented as an automated position-closing tool that combines Bollinger Bands with the Relative Strength Index. It is intended to identify overbought or oversold conditions as potential exit points, particularly for residual positions near the…

Technical indicatorsRisk managementExecution
MQL5 code base

Liquidex_V1 is described as an educational automated trading system that seeks entries using a simple moving average and price range, then exits with a trailing stop. The account characterizes it as a very short-term approach and says it is intended for…

High-frequency tradingTechnical indicatorsExecutionVolatility
MQL5 code base

Wildhog is an oscillator intended to flag overbought and oversold conditions and identify divergences. It is described as usable across timeframes and uses the most recent high, low, and close data over a configurable lookback period. The user can set the…

Technical indicatorsStatistics
MQL5 code base

The document outlines an automated trading system for MetaTrader 5 that uses RSI thresholds to identify mean-reversion entries. Its default overbought and oversold levels are 80 and 20, and it detects threshold crossings as signals. An open position is…

Mean reversionTechnical indicatorsRisk managementPosition sizing
MQL5 code base

This document describes a smoothed version of the Trend Direction and Force Index. Its stated motivation is that the original indicator can generate too many signals in some cases; applying a smoothing method is intended to reduce their number. Four…

Technical indicatorsTrend following
MQL5 code base

The article argues that quantitative funds may find China’s A-share market more attractive than US equities. It points to a large listed-company universe, active and volatile small-cap stocks, and lower trading costs as conditions that could support…

China marketsEquitiesHigh-frequency tradingMarket microstructure
MQL5 code base

This document describes DeMarker_HTF, an indicator that calculates DeMark’s Oscillator using a timeframe selected in its inputs. This lets a trader view oscillator values from a fixed chart period while working on another chart timeframe. The listed settings…

Technical indicators
MQL5 code base

This description outlines a forex expert advisor built around a single 20-period moving average. It is presented for major currency pairs and multiple chart time frames, and the text says its decisions use the open price of the current candle. The listed…

ForexTechnical indicatorsTrend followingPosition sizing
MQL5 code base

This MQL5 utility evaluates how sensitive a trading strategy’s historical results are to assumed execution costs. It reads closing-deal records containing dates, profits, and optionally volumes, then recalculates net profit and profit factor at the chosen…

ExecutionBacktestingRisk managementStatistics
MQL5 code base

This description outlines a MetaTrader 5 trade copier with a master account and one or more slave accounts. The master writes position information to a shared binary file, which slave instances poll to replicate changes. The copier is intended to synchronize…

ExecutionRisk managementMarket microstructure
MQL5 code base

This document describes an Expert Advisor that uses changes in the ROC2_VG indicator’s cloud color to generate trade signals at bar close. It also offers an inversion setting that lets the system trade against the indicator’s implied trend. The strategy…

ForexTechnical indicatorsBacktesting
MQL5 code base

This indicator adapts a single-state Kalman filter using Kaufman’s Efficiency Ratio (ER). Each bar’s ER scales process noise between configured bounds: high efficiency increases the Kalman gain so the estimate follows directional price action more closely,…

ForexTechnical indicatorsTrend followingMean reversion
MQL5 code base

The document describes a MetaTrader indicator that plots configurable round-number price levels and surrounding zones above and below the current price. It frames these zones as possible psychological support or resistance areas and can alert users when the…

Technical indicatorsForexExecution
MQL5 code base

The document describes a multi-timeframe fractal indicator that displays fractal points from a higher timeframe on a lower-timeframe chart. This lets a trader see higher-timeframe turning points while viewing more granular price action. An optional line…

Technical indicators
MQL5 code base

This document describes an Expert Advisor driven by the FineTuningMACandle indicator. A signal is generated when a bar closes and the candle direction changes while its color change is maintained. The system therefore depends on the indicator’s candle-state…

ForexTechnical indicatorsBacktesting
MQL5 code base

This Expert Advisor starts with a simple CCI rule: positive readings indicate buys and negative readings indicate sells. It adds three linear perceptrons—one for sell decisions, one for buy decisions, and one that combines their outputs—to override the base…

Technical indicatorsMachine learningBacktestingForex
MQL5 code base

The document describes an MQL4 tool that creates an offline chart from ticks for the symbol to which it is applied. It explains that the provided code requires enabling a Windows messaging include and uncommenting a block that sends a chart command. The…

Market microstructureTechnical indicators
MQL5 code base

This document presents an adaptation of the Bollinger Bands Stops indicator for MetaTrader 5 that uses the Jurik Moving Average in its calculation. It describes two possible roles: identifying the estimated direction of the market as a trend indicator, or…

Technical indicatorsTrend followingVolatilityRisk management
MQL5 code base

MaChannel is described as a trend indicator built from two moving averages presented in an NRTR-style channel. The averages use price-series highs and lows, so the construction tracks separate smoothed views of the upper and lower price data. The document…

Technical indicatorsTrend following
MQL5 code base

InOutBar marks candles with colored arrows based on whether a selected higher-timeframe candle is higher or lower than the preceding candle. It provides a visual way to view higher-timeframe direction on a chart using the configured timeframe. The key…

Technical indicatorsTrend following
MQL5 code base

The indicator displays a currency rate’s percentage change relative to the previous daily close directly on a chart. It can also show weekly and monthly changes, using text colors and directional arrows to distinguish rises, falls, and no change. A…

ForexTechnical indicators
MQL5 code base

The document explains an extended Stochastic Oscillator, which compares a security’s close with its recent price range. It describes the usual interpretation: closes near the high may occur during upward trends, while closes near the low may occur during…

Technical indicatorsMomentum
MQL5 code base

The document describes a revised Skyscraper indicator, which uses NRTR-style lines to represent trend relative to price. In the original version, volatility for the current bar is calculated using all earlier chart bars. As more bars accumulate, the…

Technical indicatorsVolatilityTrend following