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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 document describes a hedging Expert Advisor that opens two opposing positions at the same time. Its premise is that the position whose take-profit is reached first will close, after which a price reversal may carry the remaining position to its own…

ForexMean reversionRisk management
MQL5 code base

This document outlines a Forex and stock trading Expert Advisor that combines Fibonacci levels with two moving averages. It describes trading around price breakouts, with Fibonacci levels serving as a filter alongside the moving averages. The EA is said to…

ForexEquitiesBreakoutTechnical indicators
MQL5 code base

This document describes an Expert Advisor that trades signals from the ThreeCandles indicator. It opens a trade when a colored indicator candle appears at the close of a price bar. The EA depends on a compiled indicator file, and a supporting library is…

ForexTechnical indicatorsBacktesting
MQL5 code base

This brief description outlines a trading utility for closing positions when a daily profit target or daily loss limit is reached. Its central accounting idea is to combine floating profit or loss on open orders with realized results from closed orders…

Risk managementExecution
MQL5 code base

ExTrend is described as an extension of a fractal-line indicator. It draws two current lines based on the highs and lows formed by the latest two fractals, then displays their slope in a separate indicator window. A zero slope corresponds to a horizontal…

Technical indicatorsTrend following
MQL5 code base

This indicator is described as a free supplement to a broader Alpha Trend Spotter tool. It uses price action to identify what its author calls the strongest trend for the day, and the instructions say to use it when the companion indicator shows a clear…

Technical indicatorsTrend followingMomentum
MQL5 code base

This document describes a MetaTrader Expert Advisor designed to trade a channel on EURUSD, with its indicators set to the H1 timeframe. The channel uses a long-period moving average and three Envelopes at different distances. Two very short-period moving…

ForexTechnical indicatorsRisk management
MQL5 code base

This expert-advisor description combines a historical candle-range comparison with a loss-responsive position size. It examines bullish and bearish bars over a configurable number of past days; if the summed size of bullish bars exceeds that of bearish bars,…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

BandsFBA is described as a Bollinger Bands variant that applies filtering to the indicator’s leading behavior and damping. Its lagging line is said to respond asymmetrically in rising and falling markets, a design the description proposes for markets with…

Technical indicatorsVolatilityEquities
MQL5 code base

The script constructs a Tic-Tac-Toe style chart for any symbol and timeframe. Users set a cell size in points and the number of cells needed to trigger a reversal; the documented defaults are tailored to EUR/USD quotes with five decimal places. After…

ForexTechnical indicatorsMarket microstructure
MQL5 code base

This MetaTrader 4 indicator converts the latest positions of price, a moving average, Williams %R, RSI, or Stochastic into angular degree readings. It also calculates position degrees using the highest and lowest prices over 100 bars, and issues alerts when…

ForexTechnical indicators
MQL5 code base

The document describes an order manager that waits until combined open profit reaches a chosen minimum, then closes the orders if profit retreats by a specified percentage from its peak. Its example uses a minimum profit of 1,000 and a 20% drawdown: a fall…

Risk managementPosition sizingExecution
MQL5 code base

The document describes an expert advisor that manages one manually specified trade in a single symbol. When the main position enters a loss zone, it opens an opposing hedge intended to limit losses while allowing a wider stop on the main trade. It discusses…

Risk managementExecutionPosition sizing
MQL5 code base

This brief description identifies a MetaTrader indicator implementing William Blau’s Ergodic MACD Oscillator from his book on momentum, direction, and divergence. The indicator presents the oscillator as a color histogram, giving a visual form for examining…

Technical indicatorsMomentumStatistics
MQL5 code base

This indicator description presents a generalized version of John Ehlers’ Instantaneous Trend Line, extended with bands intended to help identify trend changes and reduce false signals that may arise from relying only on the line’s slope. The underlying…

Technical indicatorsTrend followingStatistics
MQL5 code base

This MetaTrader expert advisor describes a GBPUSD strategy built around the Frankfurt-to-London opening range. It looks for an initial move below the range and the open by at least a configurable threshold, followed by a reversal to the range high. The…

ForexBreakoutMean reversionRisk management
MQL5 code base

The indicator detects gaps between the high and low prices of neighboring bars. It marks upward and downward gaps with directional arrows, can shade each gap region with a rectangle, and draws upper and lower boundary lines that an Expert Advisor can access.…

Technical indicatorsMarket microstructure
MQL5 code base

This brief description outlines a trading program whose signals use four moving-average indicators, each calculated from a different price field: open, high, low, and close. It states that the system trades only on hedging accounts and includes a parameter…

Technical indicatorsEquities
MQL5 code base

This document outlines a two-symbol expert advisor that uses moving average conditions on a base instrument to open positions in both that instrument and a designated hedge instrument. Entry conditions are checked only when a new bar appears, while the…

ForexTechnical indicatorsRisk managementExecution
MQL5 code base

This Expert Advisor uses changes in the ColorJFatl_Digit indicator’s line color as trade signals, assessed when a bar closes. It follows the indicated trend and increases position volume when unrealized profit, measured in points, rises past a threshold set…

ForexTrend followingPosition sizingBacktesting
MQL5 code base

This Supertrend variation aims to keep its values stable after a bar closes. It replaces the moving average of the bars’ high-low midpoints with a moving statistical median, which the document describes as more robust to extreme values than an average. The…

Technical indicatorsTrend followingStatisticsVolatility
MQL5 code base

The document describes a Price Cycle oscillator with four configurable inputs: a calculation period, a calculation method, and overbought and oversold levels. Its stated calculation takes a moving average of the difference between the close and low prices,…

Technical indicatorsStatisticsVolatility
MQL5 code base

This document describes a version of Bill Williams’ fractals indicator built from MetaTrader 5’s standard fractals indicator. Its stated distinguishing property is that it does not repaint, meaning previously displayed fractal signals are intended to remain…

Technical indicatorsBacktesting
MQL5 code base

This brief description introduces a semaphore-style indicator that marks signals around bends in moving averages, where local price extremes occur. It identifies the signal location and the underlying idea, but gives no rules for defining an extreme,…

Technical indicatorsMomentum