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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

7,090 documents

MQL5 code base

This document describes a MetaTrader indicator that plots a vertical histogram showing the distribution of prices over a configurable calculation period. Its listed inputs control the period, the initial drawing shift, the histogram scale, and the color used…

Technical indicatorsStatistics
MQL5 code base

This Expert Advisor develops an earlier MACD-based system by replacing standard MACD with Zero-Lag MACD. It can reverse signal direction and manages a series of positions by increasing the spacing between entries, take-profit distance, and trade size as the…

ForexTechnical indicatorsPosition sizingBacktesting
MQL5 code base

The document describes an indicator that displays the current trend using the bar colors of a StepMA stochastic indicator configured for a fixed timeframe. It places colored square markers on indicator lines when the corresponding timeframe’s bar color…

Technical indicatorsTrend following
MQL5 code base

The Extremum indicator is described as a tool for locating market highs and lows using a volatility corridor calculated over a selected period. Its intended use is to help identify possible entry points around trend reversals and to support systems designed…

Technical indicatorsVolatilityTrend following
MQL5 code base

This MetaTrader indicator marks selected local price tops and bottoms with colored dots. It calculates highs and lows over a configurable period, compares them with the broader trading range, and marks points that meet a significance threshold. The period…

Technical indicatorsForexBreakoutMarket microstructure
MQL5 code base

This Expert Advisor combines a moving-average trend indicator with a Momentum oscillator. It can evaluate signals on every tick or only when a new bar appears, and users can select the timeframe used to calculate indicators and read closing prices. Separate…

ForexTechnical indicatorsMomentumRisk management
MQL5 code base

This Expert Advisor trades when the LinearRegSlope_V1 indicator changes color. The signal is evaluated at bar close when the oscillator crosses its signal line, providing a rule-based entry trigger based on a change in the indicator’s direction. The advisor…

ForexTechnical indicatorsMomentumBacktesting
MQL5 code base

This brief indicator description explains that momentum expresses the relationship between a current price and the price a chosen number of periods earlier. It describes a visual display in which the indicator receives different color fills depending on…

MomentumTechnical indicators
MQL5 code base

This trading system uses a color change in the JBrainTrend1Stop indicator at bar close as its entry signal. It adds to an existing trend-following position when open profit, measured in points, passes a threshold set in the Expert Advisor inputs. Position…

ForexTrend followingPosition sizingBacktesting
MQL5 code base

The document describes an Expert Advisor that uses a three moving average cross to trigger trades and MACD as an additional entry check. A later update adds fixed percentage risk sizing and sets stop loss and take profit levels from ATR ranges, linking…

Technical indicatorsTrend followingRisk managementPosition sizing
MQL5 code base

The document explains a Fisher Transform oscillator for price data. It first scales prices using a recent high-low range, smooths and bounds the normalized value, then applies a logarithmic transform and recursive blending. This process is intended to make…

Technical indicatorsStatisticsMean reversion
MQL5 code base

This document describes a modified Pretty Good Oscillator (PGO) that allows its values to be smoothed with a Timm Morris moving average. The stated purpose of smoothing is to filter some false signals. It recommends interpreting crossings of the zero line as…

Technical indicatorsTrend following
MQL5 code base

This FORTS Expert Advisor places limit orders around the best bid and ask when its spread condition is met. The spread input is measured in minimum price steps, so the threshold is converted using the instrument’s tick size. Once an order is accepted and a…

FuturesHigh-frequency tradingMarket makingExecution
MQL5 code base

This Expert Advisor uses the Kolier SuperTrend indicator with moving-average crossings to generate trade entries. A signal is acted on when the bar closes and a square of the corresponding color appears. The description specifies that the EA relies on the…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

This document describes a basic MetaTrader 4 Expert Advisor that trades using the Stochastic oscillator. Its indicator parameters can be changed through the EA inputs, letting learners explore how different settings affect its signals. The text frames the…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document describes the Oracle trading indicator as a forecasting tool that redraws its values four bars ahead. It notes that the indicator’s strong promotional description is disputed, and that redrawing makes its apparent past signals difficult to…

Technical indicatorsForex
MQL5 code base

This short description presents a Fast Stochastic oscillator variant that aims to reduce noise and lets users select the indicator timeframe through an input parameter. The example timeframe is four hours. It also notes that the indicator depends on a…

Technical indicatorsFutures
MQL5 code base

This short description outlines an expert advisor that trades Aroon indicator crossovers on a 15-minute chart. Aroon up and down trend variables can be used to confirm the direction on an hourly chart. A Williams Percent Range oscillator is added to help…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

The indicator expresses current trading volume relative to its average over a chosen period, using percentage-style normalized values. Values can fall below zero when volume is quieter than the average, making subdued activity visible alongside volume…

Technical indicatorsStatistics
MQL5 code base

The document describes a script that compares streams of price bars to find a similar historical sequence and illustrates the resulting match alongside a predicted bar and price area. Inputs control the comparison-window length, the number of bars shown, and…

Technical indicatorsStatisticsBacktestingEquities
MQL5 code base

The document describes a grid expert advisor that opens its first trade with a market order and places subsequent grid orders as pending limit orders. The direction alternates between buys and sells, with the user choosing the type of the initial trade. This…

Grid tradingExecutionRisk management
MQL5 code base

The document explains an automatic take-profit and stop-loss feature that attaches exit levels to each newly opened position. Traders set the levels using parameters such as a pip distance, a percentage of balance, or technical price levels. When a position…

Risk managementPosition sizingExecution
MQL5 code base

This document describes an oscillator that measures the standard deviation of each bar’s high-minus-low range over a chosen period. It offers two settings: the length of the calculation window and the standard deviation method. The indicator can be…

Technical indicatorsVolatilityStatistics
MQL5 code base

The document describes an automated trading system that scans for classical chart structures, including head-and-shoulders formations, bottoms, triangles, flags, and cup-and-handle patterns. It seeks confirmation before entering a breakout by measuring bid…

BreakoutMarket microstructureRisk managementPosition sizing