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
Quantopian lectures
45 documents
Binance API docs
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

79,386 documents

MQL5 code base

The Beginner_HTF_Signal indicator displays the trend direction or trade direction produced by the Beginner indicator at a chosen bar. A right-facing arrow marks continuation of the existing trend, while a diagonal arrow marks a change and points in the…

Technical indicatorsTrend following
SuperMind

The note presents a stock screen combining amplitude above one, rising lows, and at least five converging moving averages. It describes the convergence condition as a way to identify stocks with steadier price behavior, alongside a rising price base. The…

EquitiesTechnical indicatorsTrend following
SuperMind

This post describes a simple equity screen using three conditions: a closing price below 12, daily high-low range above 1% of the previous close, and a 30-day moving average that rose from the prior day. The stated rationale is to combine comparatively low…

EquitiesChina marketsTrend followingTechnical indicators
SuperMind

This Chinese-language post presents an equity screening rule for stocks associated with robotics. It combines a turnover-rate band of 3% to 12%, a stated circulating market-cap ceiling below 10 billion yuan, and a high ranking by large-order net flow. Its…

EquitiesChina marketsSentimentFactor investing
MQL5 code base

This strategy combines a two-period RSI with five- and 200-period moving averages. The 200-period average sets the directional filter: consider longs when the prior close is above it, and shorts when the prior close is below it. RSI extremes then signal a…

ForexMean reversionTechnical indicatorsRisk management
SuperMind

This post discusses portfolio risk measurement and argues that return volatility and Value at Risk do not capture losses beyond their usual thresholds. It proposes Expected Shortfall, also called ES, to measure extreme losses in the tail beyond a confidence…

Risk managementPortfolio constructionStatistics
MQL5 code base

The document describes an indicator that combines a smoothed Heiken Ashi volatility measure with averaged volume. Its stated construction uses the volatility step without rounding and multiplies it by averaged volumes. Inputs allow the user to select a…

Technical indicatorsVolatility
MQL5 code base

This indicator displays the open, high, low, close, and time for a bar selected on the chart symbol. The user can choose a bar by clicking it, entering its index, or adjusting the displayed bar and timeframe with chart controls. The indicator can also…

Technical indicatorsStatistics
MQL5 code base

TATR is presented as a simplified average true range measure focused on tick data. For standard bars, true range is the largest of the high–low range and the absolute gaps between the current high or low and the previous close. For tick data, the document…

Technical indicatorsVolatilityStatistics
MQL5 code base

The Open Oscillator tracks how the current open relates to the highest and lowest open prices in a chosen lookback range. It derives two values from those extremes and the current open, then smooths each with an exponential moving average to create signal…

Technical indicatorsStatistics
SuperMind

This proposed mainland Chinese stock screen targets non-ST main-board shares with turnover between 3% and 12% and circulating market value between 5 billion and 10 billion yuan. It adds a five-day limit-up style condition, described through checks of future…

EquitiesChina marketsMomentumBreakout
MQL5 code base

The document describes the classic Keltner Channel indicator, attributed to Chester Keltner and dated to 1960. It explains that the channel has a central moving average of typical prices, calculated from the high, low, and close, with upper and lower…

Technical indicatorsVolatility
SuperMind

This proposed stock screen selects non-Beijing A-shares with amplitude above one and ranks candidates by the day’s opening-auction amount, keeping the top five. Its rationale is that large amplitude may identify stocks with greater price movement, while high…

EquitiesChina marketsTechnical indicatorsExecution
BigQuant

This entry introduces two overseas research topics: persistent bias in analyst expectations and holiday effects in stock markets. The first paper is described as examining habitual distortions in conventional analyst expectation factors and developing a…

EquitiesFactor investingEvent-driven
SuperMind

This document describes a Chinese equity screen for stocks associated with the metaverse theme. It combines positive net buying attributed to major participants during the opening auction with afternoon large-order net inflows. The accompanying indicator…

EquitiesChina marketsMarket microstructureSentiment
MQL5 code base

This indicator displays trend information by combining seven JFatlSpeed readings from different timeframes. Each reading is represented by its own line: the line changes to dark lime when that oscillator rises and to pink when it falls. Colored dots mark…

Technical indicatorsTrend followingMulti-asset
SuperMind

This document presents a Chinese stock screen requiring a prior-day appearance on the Longhubang trading activity list, a price amplitude above 1, and circulating market value above 200 million yuan. It describes amplitude as a measure of short-term movement…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This document describes a Chinese equity screen combining a turnover-rate range of 3% to 12%, a stock code beginning with 60, and seven consecutive daily declines during 2021. It provides formula and Python examples that operationalize those conditions,…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This stock-screening note proposes selecting shares in the metaverse industry when the current opening price is near the ten-day moving average and the prior day’s 9:15 matching price was at the daily limit-down level. It frames the average-price condition…

EquitiesTechnical indicatorsChina marketsMean reversion
FMZ forum

This beginner manual explains how to build automated trading strategies on the FMZ platform, using JavaScript examples while noting support for other languages. It walks through the strategy lifecycle, polling market data, configurable parameters,…

CryptoExecutionBacktestingRisk management
SuperMind

This Chinese-language strategy note describes a daily stock screen combining a 14-period RSI below 65, three consecutive bearish sessions, and turnover between 2% and 9%. It presents the conditions as a way to pair a momentum oscillator and recent price…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock screen looks for shares with MACD above zero, upward movement in short-term moving averages, and turnover within a stated range. The technical indicators are meant to identify upward conditions, while the turnover filter aims to exclude stocks…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock selection example combines a positive MACD reading and rising, diverging daily moving averages with filters for Shenzhen Main Board companies. It restricts price-to-earnings and price-to-book ratios to stated ranges, then suggests sorting…

EquitiesChina marketsTechnical indicatorsMomentum