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

12,226 documents

SuperMind

This Chinese-language post describes a technical stock screen for mainland China equities. It looks for stocks with daily price amplitude above 1, trading volume above 10,000 lots, an open above the prior close, and a Force Index condition intended to…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen selects for daily price amplitude of at least one percent, a volume ratio between 1.5 and 6 relative to a five-day average, and positive weekly price bars. The article frames the amplitude condition as a way to focus on more active stocks,…

EquitiesTechnical indicatorsMomentumVolatility
SuperMind

This stock-screening approach combines three technical conditions: amplitude above a threshold, a rising sequence of price lows, and a MACD signal above its zero line. The document describes the idea as a way to find volatile stocks whose price structure is…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

The document summarizes two ways to classify crowded equity holdings. For passive crowding, it first divides stocks into size groups using market-capitalization thresholds, then ranks them within each group by the rolling change in passive-fund ownership as…

EquitiesFactor investingMomentumRisk management
SuperMind

This document describes a Chinese equity screening rule that combines daily price range, turnover, and a prior-day indicator intended to represent dominant capital control. The stated thresholds are an amplitude above 1 and turnover above 2% but no more than…

China marketsEquitiesVolatilityTechnical indicators
SuperMind

This Chinese-language post outlines a short-term stock selection screen. It looks for stocks with at least five overlapping moving averages, a positive but below 35% return over ten days, and a shortening MACD histogram below zero on a 15-minute chart. The…

EquitiesTechnical indicatorsMomentumTrend following
SuperMind

The document presents a basic stock selection screen combining positive MACD, upward movement in short moving averages, and a share price below 12 yuan. It interprets positive MACD as a sign of an upward state and rising averages as evidence of trend…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This stock selection rule combines three daily conditions: price range exceeds 1%, the KDJ indicator has just formed a bullish crossover, and the day’s high matches the highest high over the current and previous day. The article presents the combination as a…

EquitiesTechnical indicatorsMomentum
SuperMind

This stock-screening note proposes selecting companies in the metaverse sector whose latest price return is positive and whose stated circulating share count is at or below a specified threshold. It explains that free-float shares describe stock available…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This Chinese stock-selection post proposes combining daily price amplitude, a ranking based on net large-order volume, and a candlestick pattern described as a morning star. It presents these conditions as a way to find active stocks with short-term momentum…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This Chinese stock-screening note describes a rules-based screen for metaverse stocks. Its stated conditions combine a price above the 250-day moving average with a weekly five-period moving average crossing above the ten-period average. The screen is…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

The document outlines a Chinese equity screen intended to run before 10 a.m. It selects stocks with intraday amplitude of at least one percent, market capitalization no greater than 10 billion yuan, positive net profit, and no special-treatment designation.…

EquitiesChina marketsBreakoutMomentum
SuperMind

This Chinese stock-screening note begins with three technical conditions: amplitude above 1, a KDJ value below 20, and positive daily MACD. It presents these as a way to find shares with subdued short-term readings alongside a positive MACD signal. It then…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This Chinese stock-screening note combines a price-amplitude filter with a volume and turnover condition. It describes selecting shares whose amplitude exceeds 1 and whose prior-day turnover multiplied by the ratio of current auction volume to prior-day…

EquitiesTechnical indicatorsStatisticsRisk management
SuperMind

This Chinese stock-screening note proposes selecting main-board shares with an RSI below 65, a daily gain above 1%, and total market capitalization above 200 million. It frames the RSI threshold as a way to find shares with room to rebound, the daily gain as…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock-selection recipe begins with shares whose 9:25 a.m. price gain is below 6%, circulating market capitalization is above 10 billion yuan, and volume ratio ranks among the top 100. The explanation frames the volume measure as a way to find actively…

EquitiesMomentumExecutionStatistics
SuperMind

This Chinese equity screening approach combines three conditions: price amplitude above 1%, afternoon large-order net inflow, and the 20-day moving average above the 120-day moving average. The article interprets the shorter average as more responsive to…

EquitiesTechnical indicatorsMomentumMarket microstructure
SuperMind

The document describes a Chinese equity screening strategy that combines a 14-period RSI below 65, upward-diverging moving averages, and strong returns during 2021. Its proposed refinement broadens the historical-return cutoff to the top 30% and allocates…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

The note describes a Chinese stock screen using a turnover ratio between 3% and 12%, a circulating share count no greater than 5.5 billion shares, and positive net large-order flow in the afternoon. Its accompanying Python example applies corresponding…

EquitiesMarket microstructureSentiment
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
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