Skip to content

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

4,328 documents

SuperMind

This Chinese equity screen selects stocks with daily amplitude above 1, a reversal or engulfing-style price pattern, and circulating market capitalization above 10 billion yuan. The article describes these filters as a mix of technical conditions and a size…

China marketsEquitiesTechnical indicatorsMean reversion
SuperMind

This article outlines a Chinese stock selection screen using daily price range, market capitalization, profitability, and MACD. The initial rules look for stocks whose high-to-low range exceeds 1%, whose market value is below 10 billion yuan, whose net…

EquitiesChina marketsTechnical indicatorsMean reversion
MQL5 code base

This guide explains Bollinger Bands as a volatility measure and a possible source of overbought or oversold signals. It describes a middle line based on a moving average, commonly using 20 periods, with upper and lower bands set two standard deviations away.…

Technical indicatorsVolatilityMean reversionEquities
BigQuant

This study examines whether investors chasing Morningstar mutual fund ratings can move stock prices through fund flows. Before Morningstar’s June 2002 methodology change, ratings were closely tied to broad fund performance and therefore favored some…

EquitiesUS marketsEvent-drivenMomentum
SuperMind

This short strategy note describes a daily pre-open screen for Chinese equities. It selects stocks with MACD above zero, positive trailing price-to-earnings, and a reported intraday low between 4% and 5% below the previous close. The rationale combines a…

EquitiesChina marketsTechnical indicatorsMean reversion
MQL5 code base

The Wilson Relative Price Channel is an RSI-based indicator that divides readings into overbought, oversold, and neutral zones. Its configurable inputs include the channel and smoothing periods, RSI price source, overbought and oversold thresholds, and the…

Technical indicatorsMean reversionMomentum
vn.py community

Peek+ is a configurable indicator that looks back over a window to find when the most recent highest high or lowest low occurred. It turns those offsets into separate streak measures associated with persistent upward and downward extreme-setting. A signal…

Technical indicatorsMean reversionBreakout
SuperMind

This document describes an A-share screen for stocks with turnover between 3% and 12%, seven consecutive declining sessions, and a volume ratio between 1.5 and 6. The volume ratio is calculated against a five-session average. The article presents the pattern…

EquitiesChina marketsMean reversionTechnical indicators
MQL5 code base

The document describes an indicator that uses principal component analysis to choose coefficients for instruments in a pseudo-stationary portfolio intended to return toward zero. It frames each instrument as a dimension in a multivariate dataset and uses PCA…

StatisticsPortfolio constructionMean reversionRisk management
ProRealCode

This indicator uses a rolling linear regression of closing prices to identify directional trend changes. It plots a blue line during a positive regime and a red line during a negative regime. The described settings use a 100-bar regression window and a…

Technical indicatorsTrend followingMean reversionVolatility
ProRealCode

This indicator guide explains how to identify potential reversal patterns by finding price pivots, connecting them into a zigzag, and checking whether successive peaks or troughs fall within a configurable tolerance. The described defaults use a five-bar…

Technical indicatorsMean reversionRisk managementBacktesting
SuperMind

The screen selects stocks assigned to the metaverse concept group using two same-day price conditions: the reported move at 9:25 is below 6%, and the day's maximum decline is between 4% and 5%. The accompanying explanation frames these conditions as a way to…

EquitiesChina marketsMean reversionTechnical indicators
ProRealCode

The Trading Activity Index gauges whether an instrument is unusually busy or quiet relative to its own recent history. It starts with price multiplied by volume, averages that dollar-volume measure over a short formation window, then applies a logarithm to…

Technical indicatorsMarket microstructureBreakoutMean reversion
Lumibot

This strategy looks for an intraday recovery after SPY falls at least 0.15% below VWAP and then closes back above it. A research agent checks the setup hourly, beginning only after 10:00, while a separate trading agent decides whether to enter. It buys only…

EquitiesMean reversionTechnical indicatorsPosition sizing
BigQuant

The document presents a pairs-trading question about two stocks believed to have a long-run cointegrating relationship. It describes fitting a linear relationship between their prices, then standardizing a series associated with that relationship using a…

Pairs tradingMean reversionStatisticsEquities
FMZ forum

The article introduces calendar spread arbitrage as opposing positions in contracts on the same underlying asset with different maturities. It describes monitoring the price difference between crypto contracts and acting when the spread widens beyond a…

CryptoFuturesArbitrageMean reversion
SuperMind

This note proposes screening equities for at least five converging moving averages, a company ownership category, and a dividend payout ratio above 25% in 2019. The rationale is that several averages near one another may suggest price stability, while…

EquitiesTechnical indicatorsMean reversionRisk management
MQL5 code base

This indicator presents a smoothed DeMark oscillator as a histogram centered around zero, with values described as ranging from minus fifty to plus fifty. A configurable coloring approach can emphasize either breaks through overbought or oversold levels or…

Technical indicatorsMean reversionMomentum
BigQuant

This student submission translates a Chinese “dragon returning” trading approach into a factor-based stock strategy. It first identifies strong sectors with sector momentum, then selects leading stocks within them using stock momentum and price-volume…

China marketsEquitiesMomentumMean reversion
BigQuant

The article evaluates whether a stock’s overnight return, measured from the prior close to the next open, can proxy for firm-level investor sentiment. The rationale is that retail investors may place orders outside regular market hours, concentrating demand…

EquitiesSentimentMean reversionStatistics
SuperMind

This stock-selection note combines three technical conditions: prior-session amplitude above 1%, an opening price within 5% of the 10-day moving average, and a reversal candle pattern described as an engulfing move. It frames the amplitude filter as a way to…

EquitiesChina marketsTechnical indicatorsVolatility
MQL5 code base

This document describes a Relative Strength Index indicator presented as a histogram. It marks overbought and oversold zones and exposes three settings: the RSI averaging period, the upper threshold for the overbought zone, and the lower threshold for the…

Technical indicatorsMean reversion
SuperMind

This proposed stock screen combines three technical conditions: a daily amplitude measure above 1, a positive weekly MACD condition described as a red histogram, and seven consecutive declining closes. The article frames the combination as a possible search…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

This post proposes a Chinese equities screening rule combining a relative strength index below 65, seven consecutive declining sessions, and a 2019 dividend payout measure above 25%. Its final version adds a market-value range of 5–20 billion yuan. The post…

EquitiesChina marketsTechnical indicatorsMean reversion