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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 indicator estimates dynamic support and resistance by collecting swing highs and lows detected at four configurable lookback lengths. It assigns each pivot equal, recency-based, or volume-based weight, adds those weights into price bins, and smooths the…

Technical indicatorsStatisticsRisk management
ProRealCode

This document describes a chart overlay that combines four price-action tools: zigzag swing structure with Change of Character and Break of Structure labels, liquidity levels marked as active, broken, or swept, order block zones, and slope-filtered trend…

Technical indicatorsBreakoutMean reversionRisk management
ProRealCode

The document describes a rule-based hourly forex strategy centered on the period around the end of the trading day. It measures the high-to-low range from 18:00 to 22:00, scales that range, and places a buy limit below and a short limit above the 22:00 close…

ForexMean reversionBacktestingRisk management
ProRealCode

This indicator smooths a price series with a four-stage Laguerre filter and adjusts its Gamma parameter using recent average true range. The stated goal is to make the smoothing respond to current market movement. It then builds upper and lower adaptive…

Technical indicatorsVolatility
ProRealCode

The document presents an indicator calculation for the previous session’s high and low and three levels across that range: 38.2%, 50%, and 61.8% retracements. It identifies the endpoints as the previous day’s low and high, calculates the midpoint directly,…

Technical indicatorsEquitiesFutures
ProRealCode

This indicator method translates RSI threshold levels into corresponding price levels, allowing overbought and oversold boundaries to be drawn directly on a price chart. It calculates gains and losses from close-to-close changes, smooths them with Wilder…

Technical indicatorsMean reversion
ProRealCode

The document describes a simple indicator that marks a buy condition when price is above its 200-period moving average and Parabolic SAR, MACD is nonnegative, and 14-period RSI is at least 50. Its sell condition reverses those relationships. The author…

Technical indicatorsTrend followingBacktesting
ProRealCode

The document explains time-weighted average price execution as a way to divide a large order into smaller trades placed at regular intervals over a chosen period. The goal is to keep the average fill price near the period’s time-weighted average while…

ExecutionMarket microstructureStatistics
ProRealCode

This note describes a short-term reversal-oriented stock screen. It selects shares with turnover between 3% and 12%, closing prices no higher than those of each of the previous seven sessions, and a current low below the prior session’s low. The proposed…

EquitiesMean reversionTechnical indicatorsChina markets
ProRealCode

The document presents an adaptive price-following indicator called AFR and a smoothed version, AvgAFR. AFR is initialized from median price, then adjusted on each bar by a proportion of the current custom close: it moves upward when that close is above AFR…

Technical indicatorsStatistics
ProRealCode

This indicator colors candles according to the relationship between a faster and a slower moving average, with the periods and average types configurable. When the faster average is above the slower one, candles receive a green shade; when it is below, they…

Technical indicatorsTrend followingMomentum
ProRealCode

This document describes an oscillator built from the midpoint of the current high and low, normalized against the highest high and lowest low over a rolling window. Its recursive calculation smooths that normalized value and applies a logarithmic transform,…

Technical indicatorsMomentumStatistics
ProRealCode

The Multi Deviation Scaled Moving Average combines eight adaptive moving averages with progressively longer lookbacks. Each layer filters the close-to-close input with a Super Smoother, scales it by a rolling root-mean-square measure, and adjusts its…

Technical indicatorsTrend followingMomentumVolatility
ProRealCode

The document introduces the Fractional-Bar Quick Moving Average (QMA), a price-smoothing indicator presented as comparable to a Jurik moving average. It describes the QMA as both smooth and fast, while warning that it can overshoot substantially, which may…

Technical indicatorsEquitiesStatistics
ProRealCode

The document describes the Hikkake as a price pattern that can signal a potential reversal or continuation. The included indicator logic first identifies an inside bar, then looks for a following bar that breaks the inside bar's range in one direction. For a…

Technical indicatorsBreakoutMean reversionRisk management
ProRealCode

The document presents an Initial Balance indicator for a five-minute DAX chart. It records the session high and low during the first hour, from 08:00 to 09:00 GMT+1, draws those levels across the later session, and labels the range. The associated strategy…

FuturesBreakoutMean reversionTechnical indicators
ProRealCode

This document presents a long-only DAX strategy intended for a 15-minute chart. It enters when a short moving average crosses below a longer one, subject to an ADX range, then adds to a losing position after a fixed price decline. The entry logic is limited…

FuturesGrid tradingTechnical indicatorsRisk management
ProRealCode

This indicator builds a volume profile around a fitted price trend. It assigns each bar’s volume to a band based on its distance from the regression line, then smooths the distribution to show zones where trading activity has concentrated. The fit window…

Technical indicatorsVolatilityMean reversionTrend following
ProRealCode

Meander Bands are presented as a short-term alternative to Bollinger Bands. Instead of measuring price dispersion in absolute points using closes alone, the method calculates each bar’s open, high, low, and close as percentage changes from the preceding…

Technical indicatorsVolatilityStatistics
ProRealCode

This long-only strategy uses a modified Sharpe index to select stocks, with a moving average as a price filter. It enters when the index is above a threshold and the closing price is above the 254-period simple moving average. The author suggests applying it…

EquitiesTechnical indicatorsPortfolio constructionTrend following
ProRealCode

This document explains a momentum indicator built from smoothed Heikin Ashi values. It first applies configurable moving-average smoothing to open, high, low, and close data, derives Heikin Ashi values, then smooths the result again. The oscillator is the…

Technical indicatorsMomentumTrend following
ProRealCode

This intraday system trades Bitcoin against the US dollar using three moving averages with different lookback settings to identify directional alignment. It also checks ADX-based strength before allowing a position, and uses stop orders to enter in the…

CryptoTrend followingTechnical indicatorsRisk management
ProRealCode

The Momentum Bias Index estimates directional bias by separating positive and negative momentum, then comparing their strength. Momentum is calculated from the change in closing price over a lookback and normalized by an exponentially averaged high-low…

Technical indicatorsMomentumTrend followingStatistics
ProRealCode

This long-only stock strategy enters after price crosses above a threshold based on the prior 254 bars’ high and closing-price volatility. The entry condition adds a 3% buffer above that threshold. It sets a 15% loss stop and uses Wilder’s ARC as a trailing…

EquitiesBreakoutTrend followingTechnical indicators