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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 Expert Advisor combines a moving average direction filter with RSI and Stochastic thresholds. It considers buys when price is above the moving average and sells when price is below it; an entry requires both oscillators to reach oversold levels for a…

ForexTechnical indicatorsMean reversionRisk management
MQL5 code base

This brief description outlines an expert advisor that trades at the minimum lot size and alternates between closing its existing position and opening a new one at a configurable interval. A random number determines whether the new position is long or short,…

ForexExecutionStatisticsBacktesting
MQL5 code base

The article reviews how benchmark choice affects estimates of active mutual fund performance. It argues that factor benchmarks and investable index benchmarks are not necessarily equivalent: omitted common risks can make factor-model alpha misleading, while…

EquitiesStatisticsPortfolio constructionBacktesting
MQL5 code base

The AntiFragile EA applies a grid-like approach to EUR/USD: it places buy and sell limit orders at intervals, increasing trade size with each additional order, then relies on price reversals to close positions profitably. The stated premise is that price…

ForexGrid tradingMean reversionPosition sizing
MQL5 code base

This document outlines a simplified MetaTrader 4 Expert Advisor intended for EURUSD on a five-minute chart. It combines moving-average direction, RSI, MACD, Bollinger Bands, and stochastic conditions to form buy and sell signals. The stated default…

ForexTechnical indicatorsPosition sizingExecution
MQL5 code base

This beginner-oriented Expert Advisor lets a trader specify an entry price and choose whether to submit a market order, limit order, or stop order. It is presented as a way to practice order types in a strategy tester or use them in live trading. The user…

Execution
MQL5 code base

This expert advisor bases its trades on Parabolic SAR signals. It includes a time filter and supports ECN brokers. One described setting controls what happens when an opposite signal arrives: when enabled, trades opened on the previous signal are closed. The…

Technical indicatorsTrend followingExecution
MQL5 code base

This short description explains that the FRASMAv2 indicator can be configured to use a timeframe chosen through its input parameters. The example shown selects a four-hour chart period, illustrating that the indicator’s timeframe can be specified…

Technical indicators
MQL5 code base

This indicator builds a price channel from a selected moving average and a configurable band width. It marks crossings of the channel’s upper, middle, or lower lines and can send alerts through the platform, email, or push notifications. The settings allow…

Technical indicatorsTrend following
MQL5 code base

This indicator marks the high and low prices within two user-defined time intervals during a trading day. It draws those extrema as horizontal levels, which traders can use to examine breakout or pullback setups. The interval start and end times are…

Technical indicatorsBreakoutMean reversionBacktesting
MQL5 code base

This document defines a simple oscillator that measures how the Average Directional Movement Index has changed over a chosen lookback interval. The calculation subtracts the ADX value from a specified number of periods earlier from the current ADX value. A…

Technical indicatorsTrend followingStatistics
MQL5 code base

This short description covers an indicator that plots upward or downward arrows when selected technical indicators meet configured conditions. The conditions can be based on one indicator or a combination of two, giving the user a way to visualize signals on…

Technical indicatorsMomentumVolatility
MQL5 code base

This document describes a trading signal indicator that combines two moving averages with an RSI calculation. Users set the fast and slow averaging periods and the RSI period; the document does not specify the precise signal rules or parameter values, so the…

Technical indicators
MQL5 code base

This page documents configuration options for a MetaTrader 5 TD Sequential indicator. Its calculation setting controls how many historical bars are processed; a value of zero means all available bars are included, while processing more bars makes the…

Technical indicatorsMomentum
MQL5 code base

The indicator plots an exponential moving average of closing prices, with upper and lower boundaries calculated as exponential moving averages of the candle highs and lows. Its sole adjustable input is the calculation period, which controls the averaging…

Technical indicatorsBreakout
MQL5 code base

The document describes a Daily Open Line indicator that displays the price at the start of a configured trading day. It is intended for charts at hourly resolution or below, and the user sets the hour that defines the day’s beginning. The same setting can be…

Technical indicatorsExecution
MQL5 code base

This document outlines a multi-currency expert advisor that opens a buy or sell position at a user-selected time. Traders can choose the currencies, set a time to close positions, and specify aggregate profit or loss thresholds that trigger closing all…

Multi-assetForexRisk managementExecution
MQL5 code base

The document describes a chart-based trading expert advisor that lets a trader draw cycle lines and trade price breaks through them. It also provides manual trade controls and settings for stop loss, take profit, trailing stops, break-even adjustments, trade…

BreakoutRisk managementPosition sizingExecution
MQL5 code base

This indicator combines a trend direction signal with a price envelope. Trend direction and color are determined by the slope of the Double Exponential Moving Average (DEMA). Separately, the displayed upper and lower values use high and low prices processed…

Technical indicatorsTrend followingVolatility
MQL5 code base

This short description introduces a manual trading utility for MetaTrader 4. Its stated function is to help a trader place orders quickly using predefined stop-loss and take-profit levels, which can make order entry more consistent when the trader has…

ExecutionRisk management
MQL5 code base

This description outlines a MetaTrader expert advisor for GBP/USD that enters trades using two moving averages together with MACD and CCI. After opening a position, it sets take-profit and stop-loss levels, moves the stop to breakeven as the trade develops,…

ForexTrend followingTechnical indicatorsRisk management
MQL5 code base

The Dots indicator displays the inferred trend direction as colored markers on a price chart: blue for an uptrend and red for a downtrend. Its calculation is described as using the cosine of a price-change angle rather than standard MetaTrader indicators.…

Technical indicatorsTrend following
MQL5 code base

SupremAutoFibo draws configurable Fibonacci levels using high and low prices over a selected period. Its inputs let the user choose the timeframe, the starting bar for the search, and the number of bars used to locate extremes. The displayed levels extend…

Technical indicatorsBreakout