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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

12,226 documents

SuperMind

This Chinese equity screen combines MACD above zero, upward divergence of the day’s moving averages, and net inflow from large orders during the afternoon. The note interprets these conditions as trend strength and buying pressure. Its illustrative formulas…

EquitiesTechnical indicatorsMarket microstructure
SuperMind

This Chinese equity screen selects stocks after each trading-day close when MACD is above zero, price-to-earnings ratio is positive, and closing prices have risen across three consecutive sessions. The note frames positive MACD as a sign of strength,…

EquitiesMomentumTechnical indicators
SuperMind

This note describes a Chinese equity screen combining three conditions: at least five moving averages converge at a similar price, recent return is positive, and the 30-day moving average is rising. The convergence is interpreted as several trend measures…

EquitiesTechnical indicatorsTrend following
SuperMind

This stock selection rule combines a daily turnover range of 3% to 12%, a newly formed KDJ golden cross, and prior-day auction turnover above 0.26. The article frames the turnover range as a way to select active stocks, the KDJ crossover as a momentum or…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This stock-screening proposal combines three filters: membership in the metaverse theme, positive net buying by major participants during the opening auction, and a five-year record of return on equity above the stated threshold. The rationale is to pair…

EquitiesFactor investingMomentumChina markets
SuperMind

This overview describes alpha as a return opportunity identified by studying historical data and relationships among market, company, macroeconomic, and text information. It outlines a research cycle: develop an economic rationale and measurable signal,…

StatisticsBacktestingRisk managementMachine learning
SuperMind

This post proposes screening stocks with a large daily range that appeared on the previous day’s trading leaderboard, then keeping names whose close is above the Bollinger middle band and below the upper band. It presents the combination as a way to focus on…

EquitiesTechnical indicatorsVolatilityChina markets
SuperMind

This post describes a technical stock screen requiring daily amplitude above a threshold, a morning-star candlestick condition, and a platform metric labeled today’s control above a threshold. It characterizes the metric as a measure related to a stock’s…

EquitiesTechnical indicatorsVolatilityChina markets
SuperMind

This Chinese-language post describes an equity screen that combines membership in the metaverse concept group with a close above the previous day’s low and a positive daily MACD reading. The author frames the conditions as a blend of thematic exposure, price…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock screen combines three conditions: price amplitude above 1, turnover greater than 2% but below 9%, and a 2019 dividend payout ratio above 25%. The post presents the criteria as a way to find shares with trading activity and a history of substantial…

EquitiesFactor investingChina marketsRisk management
SuperMind

This stock screen combines a turnover range with an IPO-year filter and a comparison of company revenue across two years. It selects stocks with turnover between 3% and 12%, listed in 2021, whose 2021 revenue exceeded 1.1 times their 2018 revenue. The…

EquitiesFactor investingChina markets
SuperMind

The post asks whether a backtesting or simulation setup's commission setting includes the stamp tax charged on stock sales in mainland China. The author says that, for frequent portfolio turnover, this tax could materially reduce estimated returns compared…

EquitiesChina marketsBacktestingExecution
SuperMind

The document describes an A-share stock screen that combines daily price amplitude greater than one percent, a positive weekly MACD reading, and a positive price-to-earnings ratio. It frames the conditions as a blend of volatility, short-term upward…

EquitiesChina marketsMomentumVolatility
SuperMind

This proposed A-share stock screen combines a 14-period RSI below 65, a condition involving daily percentage change multiplied by a five-day large-order net-flow measure, and a current low below the prior day's low. The author frames the falling-low…

China marketsEquitiesMean reversionTechnical indicators
SuperMind

This Chinese-language post describes an equity screening rule that combines a daily price-range threshold, afternoon large-order net inflows, and a measure labeled “today’s control” above a stated threshold. Its rationale is that a wider range may indicate…

EquitiesTechnical indicatorsRisk management
SuperMind

This Chinese-language post presents a short-term stock selection screen using three conditions: turnover ratio between 3% and 12%, opening price near the 10-day moving average, and intraday range of at least 1% of the opening price. The opening-price…

EquitiesTechnical indicatorsVolatilityBacktesting
SuperMind

This A-share screening idea combines technical and fundamental filters: RSI below 65, parent-company net profit growth above 20% and no more than 100%, and upward-diverging moving averages. The article’s example implementation further screens out…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This document describes a stock screen combining three signals: a positive but limited ten-day return, the prior day's price above its 250-day moving average, and a measure of daily position increases above 5%. It interprets the position-change measure as a…

EquitiesMomentumTechnical indicatorsStatistics
SuperMind

This document presents a Chinese equity screening idea focused on stocks in the metaverse industry. It selects companies with a volume ratio between 1.5 and 6, market capitalization above 200 million, and a relative-strength ranking among the top 100. The…

EquitiesMomentumTechnical indicatorsRisk management
SuperMind

This note outlines an A-share selection process that filters for stocks with an amplitude above 1, excludes ST-designated stocks, and selects before 10 a.m. It then applies a five-session limit-up-style rule and ranks the remaining names by individual stock…

EquitiesChina marketsMomentumBreakout
SuperMind

This note describes a stock screen that combines an intraday range threshold, at least one limit-up session in a recent lookback period, and current trading volume equal to at least 5% of circulating shares. The stated rationale is that larger ranges may…

EquitiesChina marketsMomentumVolatility
SuperMind

This document explains a trend-regime indicator that applies a one-sided cumulative sum test to price deviations from a Hull moving average. Separate accumulators track persistent positive and negative residuals; a drift allowance suppresses small…

Trend followingStatisticsTechnical indicatorsVolatility
SuperMind

This Chinese stock-selection post starts with three signals: daily amplitude above 1, a positive weekly MACD histogram, and afternoon large-order net inflow. Its final proposed rule adds valuation and profitability filters: price-to-earnings below 20,…

EquitiesChina marketsTechnical indicatorsMomentum