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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

This indicator displays MACD histogram information calculated on a timeframe selected in its inputs. Its bar colors encode the histogram’s direction relative to the signal line: blue and pink distinguish rising from falling movement when the histogram is…

Technical indicatorsMomentum
MQL5 code base

This indicator combines the Ichimoku Kijun Sen line with an Envelope and three price labels. The document presents envelopes as a way to frame a trading range, identify potentially overbought or oversold prices, and set possible profit-taking or stop levels.…

Technical indicatorsTrend followingMean reversionRisk management
MQL5 code base

The document describes an Expert Advisor that trades signals from a Hans indicator cloud system. A signal is generated when a bar closes after breaking through a channel, so the stated entry trigger depends on a completed bar rather than an intrabar move.…

ForexBreakoutTechnical indicatorsBacktesting
MQL5 code base

This indicator displays the high and low price levels for a selected day while viewed on any chart timeframe. A day-shift input selects which day’s range to show, and a separate bar-shift input moves the plotted indicator horizontally. When the day shift is…

Technical indicatorsEquitiesFutures
MQL5 code base

The document introduces an indicator that displays two fractal Keltner channels as a cloud. This gives traders a combined visual representation of channel-based price structure, potentially useful for inspecting how the two channel boundaries relate over…

Technical indicators
MQL5 code base

This MetaTrader expert advisor places buy limit and sell limit orders when its conditions are checked at the start of a new bar. If one order triggers, it removes the remaining pending orders. The description also says position trailing is checked on every…

ExecutionRisk managementBacktesting
MQL5 code base

This short simulator page demonstrates how a regular expression can locate a function signature in MQL5. It explains that the pattern looks for the text “int,” then matches a non-greedy sequence of characters on the same line, followed by literal…

Execution
MQL5 code base

The indicator reports statistical characteristics of price bars: mean, variance, skewness, and kurtosis. These measures summarize a bar series through its average level, dispersion, asymmetry, and tail behavior. The page notes that several instances can be…

StatisticsTechnical indicators
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

The document describes a modified fractal indicator that lets users choose the lookback period and the price inputs used to identify highs and lows. This extends the standard built-in version, which uses a fixed period, and may help adapt the calculation to…

Technical indicatorsBreakout
MQL5 code base

The document describes MACD_Xtr, a MACD variant that marks adaptive overbought and oversold zones with colored bands and changes histogram bar colors when MACD enters those zones. Its central design problem is adapting the zone levels without waiting for the…

Technical indicatorsVolatility
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 brief description explains an indicator that plots a price channel and Fibonacci levels using the latest peaks identified by the Zigzag2_R_Color indicator. It is a charting tool for mapping recent swing structure and potential retracement or channel…

Technical indicatorsTrend following
MQL5 code base

Equity Guard is described as an account-level risk tool that tracks losses from a daily reference point and reacts when a configured trigger is reached. The reference can be the account’s balance or equity at the daily reset, and the limit can be expressed…

Risk managementPosition sizingExecution
MQL5 code base

The indicator reports the current day’s price change as a percentage, measured from the daily candle’s opening price to the current price. It displays the value in the main chart window near the price information, giving traders a quick view of how far price…

Technical indicatorsEquities
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

This expert advisor uses the Stochastic oscillator to close existing positions according to one of three rules: %K crossing %D in an extreme zone, %D entering an overbought or oversold zone, or %D leaving one. The rules are directional: for example, an…

Technical indicatorsRisk managementPosition sizingExecution
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

The document outlines an expert advisor that places grid orders using average true range values. Its inputs include a profit target tied to invested capital, a moving-average period intended to assess trend, a multiplier that scales each new order from the…

Grid tradingVolatilityTechnical indicatorsPosition sizing
MQL5 code base

This short description outlines an automated strategy built around the Average Directional Index (ADX). It says the expert can trade any supported symbol and uses a fixed position size, stop loss, and take profit. The listed settings let a user choose the…

Technical indicatorsPosition sizingRisk management