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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
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 indicator counts false breaks of the previous bar’s high and low. An upside false break occurs when the current bar trades above the previous high but closes back below it; a downside false break occurs when price trades below the previous low and closes…

Technical indicatorsBreakoutStatistics
BigQuant

This study proposes a stock-selection factor derived from intraday volume patterns. It defines a daily volume “tide” by smoothing minute-level volume with a nine-minute neighborhood, locating its peak, and identifying low-volume points before and after that…

China marketsEquitiesFactor investingStatistics
MQL5 code base

This indicator description presents a version of the instantaneous trend line that uses self-adjusting levels to filter signals. The stated motivation is that relying directly on the trend line’s slope can produce too many signals; adaptive levels are…

Technical indicatorsTrend followingBacktesting
MQL5 code base

This indicator creates synthetic Japanese candlesticks over a configurable period by averaging the price series used in its calculations. It visually emphasizes candle shapes classified as hammers or inverted hammers, using separate colors for the two types.…

Technical indicatorsEquities
BigQuant

This report examines industry exposures in an existing multi-factor stock-selection portfolio, tests how the model performs across sectors, and constructs industry-neutral long and short portfolios. It identifies sectors where the model appeared unsuitable…

China marketsEquitiesFactor investingPortfolio construction
BigQuant

This note offers informal Sharpe-ratio thresholds for screening strategies under a stated evaluation context: a single strategy rotating half-capital among at least three stocks, with million-level capacity and a backtest covering roughly three years. It…

StatisticsBacktestingRisk managementEquities
BigQuant

This commentary describes six measures it says would reshape quantitative trading in China’s A-share market: adding network latency, sharing or relocating trading ports, capping order activity, requiring strategy registration and disclosure, imposing…

China marketsHigh-frequency tradingMarket microstructureExecution
SuperMind

The document proposes an A-share stock screen combining daily price amplitude, a specified share-price level, and a weekly close above its 30-week moving average. It presents the rules as a way to combine volatility, a price filter, and a trend signal. It…

EquitiesChina marketsTechnical indicatorsTrend following
Stratmill research code

This document describes a parameter sweep for a grid trading backtest. It combines every configured symbol with candidate relative half-spread and grid-count values, then runs the resulting backtests in parallel over a selected date range. The grid interval…

CryptoGrid tradingBacktestingPosition sizing
SuperMind

This A-share screening idea selects stocks with RSI below 65, seven consecutive down days, and an opening move below 6% at 9:25. It combines a technical condition, an extended run of declining sessions, and a limit on the current day's early price change.…

EquitiesTechnical indicatorsMean reversionChina markets
SuperMind

This document outlines an A-share stock screen combining daily amplitude above 1, a share price above its five-day moving average, and a rounded upward price pattern. It interprets higher amplitude as evidence of trading activity and the moving-average and…

EquitiesTechnical indicatorsTrend followingRisk management
MQL5 code base

The described expert advisor compares the current day’s closing price with the previous day’s high and low. When price crosses above yesterday’s high or below yesterday’s low, it opens a position in the breakout direction. A stop loss and take profit are…

BreakoutTechnical indicatorsRisk management
MQL5 code base

The document describes adapting an automated trading system to test signals from a ZigZag-based trend indicator. The system opens trades when signals arise and exits through stop-loss or take-profit orders; it can hold multiple orders, with the count tied to…

ForexTechnical indicatorsTrend followingBacktesting
Awesome Systematic Trading

The strategy ranks a broad set of commodity futures by their performance over the previous 12 months, divides the available contracts into quintiles, and holds long positions in the strongest quintile and short positions in the weakest. It rebalances monthly…

CommoditiesFuturesMomentumPortfolio construction
SuperMind

The document outlines an A-share stock selection rule that starts with companies reporting no losses, market capitalization below 10 billion yuan, and turnover between 3% and 12%. It then selects firms whose 2019 dividend ratio exceeds 25%, presenting…

EquitiesChina marketsFactor investing
MQL5 code base

The document describes Chandelier Exit as a trend indicator displayed as a colored cloud, with stop levels placed beyond the cloud's range. This gives a compact visual way to view the indicator's trend signal and the area beyond which its stops are set. The…

Technical indicatorsTrend followingRisk management
MQL5 code base

This brief description introduces a custom MetaTrader indicator intended to automate the use of Fibonacci lines. It arose from a request for an Expert Advisor that would identify a higher high and a lower low across a range from a starting bar to the current…

Technical indicatorsForex
BigQuant

The document reviews three quantitative allocation approaches: rotating between equities and bonds, flexible multi-asset allocation, and multi-asset trend following. Each approach is offered at conservative, moderate, and aggressive risk levels, allowing…

Multi-assetEquitiesFixed incomeTrend following
SuperMind

This Chinese equity screening idea selects stocks with price amplitude above 1%, positive afternoon large-order net inflow, and an exclusion for companies categorized in Beijing. The post treats amplitude as a sign of active price movement and the order-flow…

EquitiesChina marketsMarket microstructureTechnical indicators
SuperMind

This Chinese equity screen combines daily price amplitude above 1%, circulating market value above 10 billion yuan, and a ratio of 2021 revenue to 2018 revenue above 1.1. The conditions aim to select stocks with noticeable price movement, larger market…

EquitiesChina marketsFactor investingTechnical indicators
SuperMind

This document describes a Chinese equity screen combining a turnover range, a cap on circulating shares or market value, a minimum current volume, and an opening price above the prior close. The intended rationale is to find liquid, actively traded stocks…

EquitiesChina marketsMomentumTechnical indicators