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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

SimpleBars is a chart indicator that colors candlesticks according to the highs and lows of earlier bars. Its description identifies the comparison with previous bars as the basis for the visual encoding, allowing traders to inspect recent price structure…

Technical indicators
MQL5 code base

This document describes an MQL5 class for calculating the Triple Exponential Moving Average (TEMA) with a ring buffer. It outlines initialization options such as the period, smoothing method, buffer size, and series orientation, then describes methods for…

Technical indicatorsTrend following
MQL5 code base

This document describes an adviser that uses the DeMarker indicator to generate signals and place pending limit or stop orders. It checks for a signal only when a new bar begins, then sets the pending order at a configured distance from the current price. A…

Technical indicatorsExecutionRisk management
MQL5 code base

This note describes a double-smoothed adaptive moving average intended to address frequent slope changes in an adaptive moving average. It places the method in the context of Kaufman's adaptive moving average and a modification that also accounts for where…

Technical indicatorsTrend followingBacktesting
MQL5 code base

This MetaTrader expert advisor detects bullish and bearish inside-bar patterns and opens corresponding long or short positions. It offers three position-handling modes: open a position at every signal with stop-loss or take-profit exits; reopen positions in…

ForexBreakoutTechnical indicatorsRisk management
MQL5 code base

The document introduces the DecisionPoint Price Momentum Oscillator, originally developed by Carl Swenlin, and describes a comparison approach attributed to Vitali Apirine. The method applies the oscillator to compare the relative momentum of two securities.…

Technical indicatorsMomentumStatistics
MQL5 code base

FanMA2 represents a fan of moving averages as an oscillator in a separate chart window. Its values stay within a range of plus one to minus one, and the display includes a smoothed average line. The description outlines the indicator’s configurable…

Technical indicatorsTrend following
MQL5 code base

This indicator overlays candles from a larger timeframe as filled rectangles. It colors each candle according to the HullTrend indicator’s direction: the body uses emerald green or pink, while the shadows use light green or cream. The description explains…

Technical indicatorsTrend following
MQL5 code base

The document describes a forex expert advisor that uses ZigZag swing highs and lows to identify support and resistance, then updates trend lines as price structure changes. When price approaches or touches a line, the EA may take a buy or sell position…

ForexTechnical indicatorsTrend followingExecution
MQL5 code base

The document describes an indicator that evaluates the slopes of five moving averages with different lookback periods and adds the slope readings to represent an overall trend. The moving-average types it lists are simple, exponential, smoothed, and linear…

Technical indicatorsTrend following
MQL5 code base

The document describes a trading calculator that uses user-provided parameters to estimate risk of ruin and an optimal risk level per trade. It also projects account capital over several horizons, including a year, a month, and the end of the selected term.…

Risk managementPosition sizing
MQL5 code base

The document describes a chart indicator that combines the Commodity Channel Index (CCI) with overbought and oversold (OBOS) levels and a trend-direction filter. It marks a candle when CCI crosses an OBOS boundary in the direction aligned with a bullish or…

Technical indicatorsMomentum
MQL5 code base

The document describes a DEMA Range Channel indicator that issues alerts when a candle breaks through the channel. It notes that notifications can be delivered by email or push message, making the indicator a monitoring aid for potential channel breakouts.…

Technical indicatorsBreakout
MQL5 code base

The NineTFMovement indicator presents price movement across nine chart timeframes, from one-minute bars through monthly bars, alongside a directional assessment labeled up, down, or wait. The document recommends using it on five- or fifteen-minute charts,…

ForexTechnical indicatorsTrend following
MQL5 code base

This document describes a colored moving average indicator with configurable calculation settings. It names simple, exponential, smoothed, and linear weighted methods; the list repeats the smoothed method, so the intended fifth method is unclear. Users can…

Technical indicatorsTrend following
MQL5 code base

This document describes an Expert Advisor that uses the PFE oscillator to generate trades. It forms a signal when a bar closes and the indicator changes direction. The system therefore relies on a direction turn in the oscillator rather than a threshold or…

ForexTechnical indicatorsBacktesting
MQL5 code base

This brief description presents an indicator that uses Average True Range as a reference for placing stop losses. It draws two bands at equal distances from a moving average, making the bands a volatility-based guide around a baseline. The text also proposes…

Technical indicatorsVolatilityRisk managementBreakout
MQL5 code base

The document describes an on-chart spread monitor for tracking trading costs on a selected symbol. It calculates spread from the live Ask and Bid, then displays the current value alongside the minimum, average, and maximum observed since the indicator was…

ExecutionMarket microstructureRisk management
MQL5 code base

The document describes two strategies using an adaptive baseline and volatility bands. For momentum breakouts, it calls for a candle close beyond an outer band and a baseline color indicating the same direction; the trade is held until the baseline changes…

ForexCryptoTrend followingMean reversion
MQL5 code base

This document describes an RSI divergence indicator that draws RSI in a separate pane and marks detected divergences both there and on the price chart. Its inputs include the calculation period, applied price, overbought and oversold thresholds, and separate…

Technical indicatorsMean reversionEquities
MQL5 code base

This MetaTrader 5 indicator combines pivot-based swing analysis with Fibonacci retracements. It labels swing points as higher highs, higher lows, lower highs, or lower lows, and classifies breaks as continuation events (BOS) or possible reversals (CHoCH).…

Technical indicatorsBreakoutVolatilityRisk management
MQL5 code base

This indicator divides a bar’s reported volume into upward and downward components using the bar’s open, high, low, and close. It defines the upward coefficient as the distance from the open to the high, and the downward coefficient as the distance from the…

Technical indicatorsMarket microstructure
MQL5 code base

The document describes a trading approach that combines an adaptive moving average (AMA) with Kaufman’s adaptive moving average (KAMA). It says the AMA builds on KAMA by accounting for where the close falls within the high–low range. The proposed system uses…

Technical indicatorsTrend following
MQL5 code base

Standard Error Bands form a channel around a smoothed linear-regression estimate of price. The center is a linear regression calculated over a chosen period and then smoothed with a simple moving average. Upper and lower bands are placed at a configurable…

Technical indicatorsStatistics