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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 turns Aroon Up and Aroon Down readings into a color-coded histogram. Using a 14-period lookback and a trigger level of 70, it marks a bullish state when Aroon Up exceeds Aroon Down and reaches the trigger, and a bearish state when Aroon Down…

Technical indicatorsTrend following
ProRealCode

This indicator compares trend conditions across 15-minute, 1-hour, and 4-hour charts. On each timeframe, it scores the direction of five simple moving averages with periods 5, 8, 13, 21, and 34. It also calculates the Accelerator Oscillator from median…

Technical indicatorsTrend followingMomentum
ProRealCode

This strategy proposes long entries on the Nasdaq using 30-minute bars. It combines the directional indicator and Average Directional Index (ADX): an entry can occur when positive directional movement crosses a threshold while ADX is already above its…

FuturesTechnical indicatorsTrend followingRisk management
ProRealCode

This document presents a price-smoothing indicator based on a Laguerre filter attributed to John Ehlers. It first averages the open, high, low, and close, then measures the absolute difference between that price and the prior filtered value. The difference…

Technical indicatorsTrend followingStatistics
ProRealCode

This document describes a daily pivot indicator attributed to J.F. Carter’s trading formula. It calculates a central pivot from the bar’s high, low, and close, then derives three resistance levels and three support levels using the pivot and the high-low…

Technical indicators
ProRealCode

The Optimized Trend Tracker (OTT) is presented as a trend-following indicator that compares price with a trailing threshold derived from a moving average. Price above OTT is treated as an uptrend condition, while price below it indicates a downtrend. The…

Trend followingTechnical indicatorsEquities
ProRealCode

This indicator presents trend information through three histogram series: price relative to a longer exponential average, a shorter average relative to the same baseline, and a reference average. Their colors distinguish broad and current bullish or bearish…

Technical indicatorsTrend followingMomentumEquities
ProRealCode

The Neural Weight Oscillator combines normalized trend, mean-reversion, and momentum readings into a bounded 0–100 indicator. It uses the Best-Worst Method to turn pairwise importance judgments into component weights, then optionally adjusts those weights…

Technical indicatorsMachine learningMomentumMean reversion
ProRealCode

The document shares a compact price-following stop formula built from recent highs, average true range, and a rolling low. It first offsets the highest high over a short lookback by one third of the 20-period ATR, then takes the lowest value of that adjusted…

Technical indicatorsVolatilityRisk management
ProRealCode

This document describes a custom candle representation intended to smooth price fluctuations. It applies a four-stage recursive Laguerre-style filter separately to the open and a configurable custom close, then combines the stages with fixed weights to form…

Technical indicatorsStatistics
ProRealCode

The document describes an experimental technical indicator that builds a support and resistance band from trend lines connecting recent price pivots. It identifies candidate highs and lows using RSI thresholds and local price comparisons, forms multiple…

Technical indicatorsMean reversionBreakout
ProRealCode

This indicator estimates buy and sell volume from each candle’s range and open and close prices. It allocates volume across candle sections, assigning the resulting estimates to buying or selling according to whether the candle closes at or above its open.…

Technical indicatorsStatisticsMarket microstructure
ProRealCode

This intraday strategy for the DAX uses three consecutive candles of the same color as its directional condition. On the one-hour chart, it allows a long entry at noon when the current and prior two candles have all closed above their opens. It allows a…

FuturesMomentumTrend followingRisk management
ProRealCode

The U Trend Sensor is an oscillator built from two triangular moving averages with different lookback periods. Each average is updated only when it moves beyond a percentage threshold relative to its current level, creating step-like series. The indicator…

Technical indicatorsTrend followingStatistics
ProRealCode

The Trend Levels indicator uses the highest high and lowest low over a configurable lookback period to identify potential changes in direction. A new period high sets an uptrend state, while a new period low sets a downtrend state; arrows mark those…

Technical indicatorsTrend followingBreakoutRisk management
ProRealCode

This indicator transforms the MACD into a bounded measure by scaling its current value against the highest and lowest MACD readings over a rolling normalization window. It then applies smoothing to the normalized series and calculates a signal line from that…

Technical indicatorsMomentumStatistics
ProRealCode

Kosaten Hyo is a chart indicator that maps Ichimoku events to chess-piece symbols. It marks Tenkan-sen and Kijun-sen crossings as possible trend-start signals, and uses their close alignment to identify named Katana and Daisho patterns. It also marks price…

Technical indicatorsTrend followingForexStatistics
ProRealCode

The document describes a ProBuilder implementation of Larry Williams’s Ultimate Oscillator for use in backtests and automated trading systems. It calculates buying pressure relative to true range over three lookback windows: a base period, twice that period,…

Technical indicatorsBacktesting
ProRealCode

This guide explains how a strategy developer can use metadata attached to a rental registration code to set different usage limits for different customers. The strategy reads the metadata at runtime and maps its value to a configured limit. The example uses…

Spot marketsRisk managementPosition sizingExecution
ProRealCode

This Gold trading system turns an observed relationship between price waves and the stochastic oscillator into entry and exit rules. It tracks stochastic values relative to upper and lower thresholds, then looks for a crossover against a smoothed stochastic…

CommoditiesTechnical indicatorsMomentumBacktesting
ProRealCode

The Pollan indicator combines the Commodity Channel Index and Relative Strength Index by comparing their values across a fixed window of historical bars. It forms two oppositely oriented series from the CCI–RSI and RSI–CCI differences, with a coefficient…

Technical indicatorsMean reversionBacktesting
ProRealCode

The document describes John Ehlers’s recursive median oscillator, which combines a median filter with recursive smoothing and a high-pass filter. The median of a short window of closing prices reduces the influence of extreme observations that can distort…

Technical indicatorsStatistics
ProRealCode

This intraday EUR/USD strategy looks for an unusually large one-hour candle, defined by an open-to-close move greater than twice the 12-period average true range. It enters long when that candle closes above its open and short when it closes below its open,…

ForexBreakoutVolatilityTechnical indicators
ProRealCode

This indicator plots a conventional RSI of closing prices alongside an RSI calculated from a multi-vote On-Balance Volume series. The OBV component assigns directional votes based on changes in the high, close, and low, averages those votes, weights them by…

EquitiesTechnical indicatorsMomentum