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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 strategy looks for a possible reversal near the European market close, entering at 17:29 after a sustained moving-average trend. For a short, the faster average must have stayed above the slower one for a specified number of bars; the long signal uses…

EquitiesMean reversionTechnical indicatorsRisk management
ProRealCode

The document describes a long-short trend strategy that uses the direction of a 100-period moving average as its momentum signal. It compares the current average with its value 20 trading days earlier: a higher reading triggers a long position, while a lower…

MomentumTrend followingTechnical indicatorsBacktesting
ProRealCode

The Range Filter aims to reduce minor price fluctuations so that directional moves are easier to see. It first smooths the absolute change in price, then scales that average range by a multiplier. The resulting threshold governs a filter line: price…

Technical indicatorsBreakoutTrend followingCrypto
ProRealCode

This indicator identifies consecutive bullish White Soldiers or bearish Black Crows candle sequences. Its parameters let the user choose how many candles must appear in a row and optionally require each candle's real body to exceed a chosen share of its full…

Technical indicatorsEquitiesBacktesting
ProRealCode

The indicator applies a percent-variation ZigZag to price and accumulates volume across each swing. When the ZigZag forms a peak or trough, it displays the volume accumulated during that segment and begins a new accumulation. The adjustable percent-variation…

Technical indicatorsMarket microstructure
ProRealCode

The Buy Low Sell High Composite combines four technical measures—RSI, an EMA-difference Elliott Wave Oscillator, MACD histogram, and Money Flow Index—into one oscillator intended to summarize trend, momentum, and volume. It rescales components to a common…

Technical indicatorsMomentumVolatility
ProRealCode

The document describes a two-part trend indicator that plots a cloud between a 75-period exponential moving average and an ATR-based trailing stop. The stop component uses a 14-period average true range and a fixed offset to form upper and lower candidate…

Technical indicatorsTrend followingVolatility
ProRealCode

The document describes a chart indicator for identifying Ross Hook continuation setups after a 1-2-3 reversal structure. It detects pivot highs and lows over a configurable lookback, tracks the resulting swing sequence, and checks for bullish…

Technical indicatorsBreakoutTrend followingBacktesting
ProRealCode

This indicator transforms the Relative Strength Index by placing it within a Bollinger-style band calculated from the RSI itself. It first computes RSI from closing prices, then calculates an exponential moving average of that RSI and bands two standard…

Technical indicatorsVolatility
ProRealCode

The Relative Trend Index (RTI) is presented as a normalized indicator for gauging price position and trend strength. The described calculation estimates standard deviation over a short window, adds and subtracts that value from closing price to form upper…

Technical indicatorsStatisticsTrend followingMean reversion
ProRealCode

This note explains R-squared as a measure of how much variation in a dependent series is explained by a fitted linear relationship. It presents an indicator that computes the squared correlation between a rolling sequence of prices and a time index,…

StatisticsTechnical indicators
ProRealCode

The document describes a long-only DAX strategy on four-hour bars. It looks for entries on Mondays between 09:00 and 21:00 Berlin time, when the close is below the 50-period exponential moving average and the 1-period average crosses above the 2-period…

FuturesTechnical indicatorsRisk managementPosition sizing
ProRealCode

This document presents an implementation of John Ehlers’ Adaptive Commodity Channel Index. It estimates a dominant cycle period from price data by smoothing prices, deriving in-phase and quadrature components, and applying a homodyne discriminator. The…

Technical indicatorsCommoditiesStatistics
ProRealCode

This indicator description introduces the Adaptive Composite Moving Average (ACMA), which combines distance-based weighting, recency weighting, and an efficiency-ratio measure of trend strength. It offers four modes: favor prices near the mean, favor recent…

Technical indicatorsTrend followingVolatilityBacktesting
ProRealCode

This indicator description presents market strength as a way to distinguish directional trends from weak, range bound conditions. Its supplied logic uses the Average Directional Index (ADX) to mark changes in trend strength and a stochastic oscillator to…

Technical indicatorsTrend followingMomentumRisk management
ProRealCode

This document presents a simplified ZigZag indicator design that tracks alternating price highs and lows without arrays. It maintains the current extreme, then confirms a reversal after price moves away from that extreme by a configurable threshold. The…

Technical indicatorsStatisticsBacktesting
ProRealCode

This indicator plots separate volatility measures for bullish and bearish price movement. For the bearish line, it measures the prior close’s distance from the current low; for the bullish line, it measures the current high’s distance from the prior close.…

VolatilityTechnical indicatorsStatistics
ProRealCode

This post describes an automated system for long and short positions, intended to work better on longer chart intervals, beginning at four hours. Long entries require a weighted rate-of-change measure and MACD to be rising while below zero, alongside a…

ForexFuturesMomentumTechnical indicators
ProRealCode

The document describes a custom oscillator derived from the T3 velocity indicator. It builds three versions of the calculation using short, intermediate, and long exponential smoothing periods, producing separate lines intended to represent price behavior…

Technical indicatorsMomentumTrend following
ProRealCode

The document presents a ProRealTime version of the Kase Dev Stop indicator, described as a money management tool. It calculates a range measure from price highs, lows, and prior closes, then uses its recent average and standard deviation to produce a warning…

Technical indicatorsVolatilityRisk management
ProRealCode

The XBody strategy is a daily, rule-based system presented for stocks, indices, and forex, with parameters optimized by its author on the CAC index. It calculates candle body size as close minus open, then takes the change in that value over time and sums it…

EquitiesFuturesForexTechnical indicators
ProRealCode

This strategy compares each completed candle’s high-low range with the largest range among a user-defined number of preceding candles. When the new candle exceeds that reference range, it enters at the next candle’s open in the direction of the signal…

VolatilityBreakoutTechnical indicatorsRisk management
ProRealCode

The document describes an equilibrium level derived from the Directional Movement Indicator. It attributes the concept to Welles Wilder and presents crossings between positive and negative directional indicators as important points for judging a commodity…

Technical indicatorsTrend followingCommodities
ProRealCode

The Disparity Index expresses the closing price's percentage deviation from an exponential moving average over a selected period. Its formula subtracts the average from the close, divides by the average, and multiplies by one hundred. The document includes…

Technical indicatorsMomentumMean reversion