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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
WonderTrader
14 documents
Alphalens
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

1,507 documents

ProRealCode

This document describes two chart indicators and a screening concept for identifying unusually large differences between a bar’s open and low. The first marks bars when the open-to-low decline, measured as a percentage of the open, exceeds an adjustable…

Technical indicatorsEquitiesBreakout
ProRealCode

The document describes an indicator that lets users select among 66 moving average and digital filter methods through a parameter, and adjust the lookback period. Its catalog spans familiar averages such as simple, exponential, weighted, and volume weighted…

Technical indicatorsStatistics
ProRealCode

The document explains how to construct a linear regression channel from closing prices over a configurable lookback window. It computes the regression line by accumulating price and time-index sums, then draws the fitted line between the oldest and newest…

Technical indicatorsStatistics
ProRealCode

This indicator modifies the classical Stochastic oscillator by adapting its lookback window to an estimated market cycle. It smooths price data, derives in-phase and quadrature components, and uses a homodyne discriminator to estimate the cycle period. The…

Technical indicatorsStatisticsMean reversion
ProRealCode

The indicator marks the high and low during the first ten minutes of the DAX session and a corresponding ten-minute period around the US market open. It presents those range extremes as potential intraday support and resistance levels, with breaks beyond…

FuturesBreakoutTechnical indicators
ProRealCode

This indicator estimates how often a bar trades through a pivot calculated from the preceding bar. For each eligible bar, it takes the prior high, low, and close to form their average, then checks whether the current bar’s range contains that level. Each…

Technical indicatorsStatistics
ProRealCode

The document describes a chart indicator for marking Wide Range Body (WRB) candles and Hidden Gap (HG) patterns. It flags a candle when the absolute difference between its open and close exceeds that of each of the preceding three candles, placing a marker…

Technical indicatorsBreakout
ProRealCode

This indicator recipe combines a five-period exponential moving average with an eight-period triangular moving average, both calculated from closing prices. A buy signal is produced when the current close crosses above the triangular average from below and…

Technical indicatorsEquitiesMomentumBreakout
ProRealCode

The document describes an augmented version of the Relative Strength Index. Its price-change calculation adjusts moves around recent highs and lows, while selectable smoothing methods are applied to both the directional change and its absolute value. A…

Technical indicatorsMomentumBreakout
ProRealCode

This document presents the Fisher Transform as an indicator intended to highlight potential market turning points. It describes a lookback window applied to median price, normalizes the current price within the window’s high and low, smooths the normalized…

Technical indicatorsStatistics
ProRealCode

Visual Trend Momentum is an indicator concept for displaying directional conditions and possible trend changes. It classifies strong bullish and bearish conditions using candle direction, the close relative to an 8-period moving average, and the ordering of…

Technical indicatorsTrend followingMomentumVolatility
ProRealCode

This document presents a modified Bollinger Bands indicator attributed to Dennis McNicholl and describes a ProRealTime adaptation of a TradingView version. It calculates a smoothed center from the average of high, low, and close, then smooths the absolute…

Technical indicatorsVolatility
ProRealCode

This indicator combines a 20-period average and standard-deviation bands with ADX readings calculated over multiple lookback periods. It labels a bullish condition when price is above the average and upper one-standard-deviation band while at least one of…

Technical indicatorsTrend followingVolatilityStatistics
ProRealCode

The document presents a cumulative volume indicator intended to refine On-Balance Volume (OBV). Rather than assigning all of a session’s volume to the direction implied by the close, it estimates the portion associated with the close-to-close price move.…

Technical indicatorsEquitiesStatistics
ProRealCode

This strategy seeks to join a move after price has traveled more than a specified pip distance from its last touch of the eight-period exponential moving average. Once that move establishes a bullish or bearish condition, the system places a limit order near…

ForexEquitiesTrend followingExecution
ProRealCode

This indicator adapts the responsiveness of its fast and slow moving averages according to the distance of RSI from its midpoint. It calculates RSI from closing prices, transforms that reading into a scaling factor, and uses the factor to adjust the…

Technical indicatorsMomentumCrypto
ProRealCode

The document describes RSIOMA, an indicator built by applying the relative strength index to an exponential moving average of closing prices, then smoothing that RSI with a second exponential moving average. It supplies parameter examples: 14 periods for the…

Technical indicatorsTrend following
ProRealCode

This indicator simulates possible future price paths from the latest bar using historical return estimates. It calculates returns over a configurable candle step, estimates their mean and standard deviation over a selected lookback, and uses random draws…

Technical indicatorsVolatilityStatisticsRisk management
ProRealCode

This document describes a price channel built around a centered Triangular Moving Average (TMA). The center line is calculated as a weighted average of prior closing-price averages, with weights decreasing across the lookback. Upper and lower boundaries are…

ForexVolatilityTechnical indicators
ProRealCode

This indicator description outlines a stock entry and exit approach centered on the 52-week high. It calculates the highest prior high over a configurable period, then subtracts one and a half times the standard deviation of closing prices over 254 periods.…

EquitiesBreakoutTechnical indicatorsVolatility
ProRealCode

This indicator description presents a SuperTrend-style trend filter built from average true range (ATR). It forms upper and lower price boundaries around a reference price, then switches the inferred direction when price crosses the prior boundary. In an…

Technical indicatorsTrend followingVolatility
ProRealCode

This indicator applies a nearest-neighbor method to Change of Character (CHoCH) breaks in market structure. It detects swings with centered pivots, records a break when price crosses the last relevant swing in a direction that changes the trend state, and…

Machine learningTechnical indicatorsBreakoutStatistics
ProRealCode

This indicator combines two bands calculated over the same rolling window. The statistical component places upper and lower boundaries around a simple moving average using a multiple of price standard deviation, following the familiar Bollinger Band…

Technical indicatorsStatisticsVolatility