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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

29,558 documents

SuperMind

This document describes a short term stock selection screen for mainland Chinese equities. It selects main board stocks whose turnover falls within a stated range, whose current daily gain exceeds a threshold, and whose prior sessions showed three…

China marketsEquitiesMomentumTechnical indicators
BigQuant

The article presents a robust version of equal risk contribution (risk parity) portfolio construction. It treats the estimated covariance matrix as uncertain and builds a bounded uncertainty set around the estimate. The optimization then accounts for…

Portfolio constructionRisk managementStatisticsBacktesting
MQL5 code base

This expert-advisor description combines a 150-period moving average with short-period RSI and Stochastic readings. Price relative to the moving average sets the permitted direction: above it, the system considers buys; below it, sells. A buy requires RSI…

ForexTechnical indicatorsMean reversionRisk management
Lumibot strategies

This code outlines a short strangle on SPY: sell one out-of-the-money call and one out-of-the-money put, using strikes set about five percent above and below the current share price. It targets an expiration roughly 45 days away and checks positions once per…

OptionsEquitiesRisk managementExecution
FMZ forum

This short trading-log excerpt shows a close signal appearing even though the position was reportedly still open. The accompanying note says a close at 19:21 was manual. Earlier entries show repeated buy orders rejected by Binance futures with an…

CryptoFuturesExecutionRisk management
BigQuant

This commentary examines sharp style swings in China’s A-share market, using recent surges and reversals in the nonferrous metals sector as its main example. It argues that a rapid rise concentrated in a small number of stocks can pull liquidity from other…

China marketsEquitiesMarket microstructureSentiment
SuperMind

This Chinese-language post describes a short-term A-share stock screen combining price movement and trading-flow conditions. It selects stocks with a daily high-low range above one percent, at least two limit-up moves over the past 500 days, and positive…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This Chinese equity selection rule combines a daily price-range threshold, exclusion of stocks that closed at the upper price limit on the prior day, and a measure described as current control activity above 21. The article interprets a larger daily range as…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This stock-selection post combines three conditions: price amplitude above 1%, a negative MACD reading described as occurring two days earlier, and a dividend-related measure above 25% for 2019. It presents these as a mix of price movement, technical…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This Chinese equity screen focuses on metaverse-related stocks with prior-day actual turnover between 3% and 28% and return on equity above 15% for five consecutive years. The note interprets turnover as a measure of trading activity and persistent ROE as a…

EquitiesChina marketsFactor investingRisk management
SuperMind

This Chinese equity screen selects robot-concept stocks with price amplitude above 1%, circulating market capitalization below 10 billion yuan, and a prior-day 9:15 match price at the lower price limit. The proposed rationale is that high-amplitude shares…

EquitiesChina marketsMean reversionRisk management
MQL5 code base

The document outlines an Expert Advisor that uses the non-normalized FatlSatlOsma oscillator. It makes a trade decision when the oscillator changes direction, and is presented for use in MetaTrader 5 with the corresponding compiled indicator file. A…

ForexTechnical indicatorsBacktestingRisk management
SuperMind

The document presents a China A-share screening approach that begins with companies associated with the metaverse theme and high prior-day turnover. Its proposed expanded screen adds exclusions for flagged stocks, return on equity above 10%,…

EquitiesChina marketsTechnical indicatorsFactor investing
vn.py community

A trader asks why positions disappeared from a trading interface after restarting a CTA strategy, despite earlier opening both long and short positions. The discussion distinguishes the strategy’s locally stored logical position from the account’s actual…

FuturesRisk managementExecution
BigQuant

The document outlines a daily trend-following strategy for commodity futures based on Bollinger bands. It enters long when price breaks above the upper band and short when price breaks below the lower band, then exits when price crosses back through the…

FuturesCommoditiesTrend followingBreakout
ProRealCode

The document explains the Darvas box concept as a trend-following method for defining a price range from pauses in new highs and lows. A box top is identified after price stops making highs for three consecutive days, with the lower boundary identified after…

Trend followingBreakoutTechnical indicatorsRisk management
MQL5 code base

The indicator identifies a completed candle that crosses a moving average and locates the preceding crossing. It draws a rectangle spanning the bars between those two events. The rectangle’s upper and lower boundaries are presented as possible take-profit…

Technical indicatorsRisk managementExecution
Freqtrade docs

This guide outlines a notebook workflow for debugging and analyzing a Freqtrade strategy. It loads historical candles for a selected pair and timeframe, runs the strategy to inspect generated entry signals, and explains that signal counts do not equal…

BacktestingTechnical indicatorsStatisticsRisk management
SuperMind

This Chinese equity screen combines daily price movement, reported institutional participation, and a long-term trend filter. It seeks stocks with amplitude above 1, institutional participation over 30% within five days, and a latest close above the 250-day…

EquitiesChina marketsTechnical indicatorsRisk management
BigQuant

This opinion article argues that retail traders face a structural disadvantage in short-term equity trading because quantitative firms can use fast systems and direct market connectivity. It attributes the gap to execution speed and claims that automated…

EquitiesExecutionMarket microstructureRisk management
SuperMind

This post proposes screening equities for a daily trading range above 1%, more than two limit-up sessions within a ten-day lookback, and high stock “heat,” with candidates ranked from hottest to least active. The stated interpretation is that a wide range…

EquitiesMomentumBreakoutTechnical indicators
BigQuant

The article describes REDD-COPS, a dynamic allocation method designed to constrain rolling portfolio drawdown while pursuing long-term growth. It replaces a lifetime peak-to-trough reference with a rolling economic maximum, then adjusts exposure to risky…

Multi-assetPortfolio constructionRisk managementVolatility
SuperMind

This Chinese community post proposes screening equities for turnover between 3% and 12%, circulating market value between 5 billion and 10 billion yuan, and a price pattern described as a rising bottom. The stated rationale is to limit the universe by…

EquitiesChina marketsTechnical indicatorsMomentum