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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
Quantpedia
86 documents
TqSdk
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

22,592 documents

SuperMind

This post describes a Chinese equity screen combining a turnover-rate band, beverage and alcohol industry classification, and a reversal or engulfing-style price condition. It also presents illustrative formula and Python references. The accompanying code…

EquitiesChina marketsTechnical indicatorsMean reversion
BigQuant

This research note describes an earnings-expectations approach to positioning in Sanhuan Group, a Chinese electronics company. It constructs an “earnings overpricing” index within a fixed price-to-earnings valuation framework and uses the measure to allocate…

EquitiesChina marketsMean reversionBacktesting
BigQuant

This research summary examines whether mutual fund managers’ tendency to follow prior institutional trading can reveal investment skill. It describes a fund-level dynamic herding measure, FH, and tests whether funds with stronger herding subsequently…

EquitiesStatisticsFactor investingUS markets
SuperMind

This document describes a short-term Chinese A-share screen for stocks classified in the metaverse theme. It selects candidates using a price-change condition tied to the 9:25 opening period and a prior-session turnover range. The article also gives example…

EquitiesChina marketsTechnical indicators
SuperMind

This Chinese stock screen combines a daily price range threshold, a fixed closing price, and a measure described as the proportion of trading attributed to dominant participants. The article explains that the range condition is intended to select more…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This Chinese equity screen selects stocks associated with the robotics theme, with circulating market value below 10 billion yuan, turnover between 3% and 12%, and an appearance on the previous day's stock leaderboard. The article also gives formula-style…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This Chinese stock screen combines a metaverse industry classification with a relative-volume band and a sequence of declining closes. The stated selection conditions require volume ratio above 1.5 and below 6, alongside seven consecutive down days. The…

China marketsEquitiesTechnical indicatorsMean reversion
SuperMind

This Chinese-language post describes a mainland Chinese stock screen combining turnover rate, the ratio of outside to inside trading volume, and the current day’s price gain, then restricting candidates to main board stocks. It frames turnover as a liquidity…

EquitiesChina marketsSentimentTechnical indicators
SuperMind

The document describes a Chinese equity screen for stocks in the metaverse industry. It selects shares trading above their five-day moving average and with at least one limit-up event during the preceding 25 days. The moving-average condition is used as a…

EquitiesChina marketsMomentumTechnical indicators
BigQuant

This report studies whether changes in leading companies’ expected earnings can help select industries for rotation. Its premise is that revisions to a sector leader’s expected fundamentals may influence subsequent returns across related stocks. The analysis…

EquitiesFactor investingMomentumPortfolio construction
SuperMind

This post describes a simple equity screen combining three conditions: a large daily trading range, moderate realized turnover on the prior day, and a current low below the previous session’s low. The proposed interpretation is that it identifies actively…

EquitiesTechnical indicatorsVolatilityChina markets
BigQuant

This report examines whether selecting stocks within industries can improve factor comparisons by reducing structural differences between sectors. It groups stocks using a detailed industry classification, removes recent listings and very small firms whose…

EquitiesFactor investingBacktestingPortfolio construction
SuperMind

This note proposes screening Chinese stocks associated with the metaverse theme, with circulating market capitalization above 10 billion yuan, and aggregate large- and extra-large-order buying during the opening auction above 7 million yuan. Its rationale is…

EquitiesChina marketsMarket microstructureEvent-driven
SuperMind

This note describes a Chinese equity screen requiring turnover between 3% and 12%, year-over-year growth in net profit attributable to parent-company shareholders above 20% and no more than 100%, and exclusion of STAR Market stocks. The accompanying example…

EquitiesChina marketsFactor investingStatistics
SuperMind

This note outlines an A-share screening approach that ranks stocks by volume ratio, then selects those with net-volume readings above 0.05 for at least three consecutive days and a 9:25 a.m. price change below 6%. It presents the conditions as a way to…

EquitiesChina marketsMarket microstructureTechnical indicators
SuperMind

This document describes an equity screening rule that combines price range, large-order net volume, and the opening price change. It selects stocks whose amplitude exceeds 1, whose large-order net volume measure stays above 0.05 for at least three…

EquitiesTechnical indicatorsBacktestingChina markets
SuperMind

This article outlines a Chinese stock screen requiring price amplitude above 1%, excluding Beijing-listed shares, and selecting stocks whose KDJ indicator has just formed a golden cross. It presents the combination as a way to focus on more volatile stocks…

EquitiesChina marketsTechnical indicatorsMomentum
BigQuant

This report examines stocks that mutual funds hold at a larger portfolio weight than their benchmark index. It describes these holdings as tending toward larger, higher-valued companies and certain sectors, and reports that many outperformed during fund…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This article describes a Chinese A-share screen combining turnover between 3% and 12%, at least one limit-up event in the prior 25 days, current volume above 10,000 lots, and a high-open condition. It argues that moderate turnover and recent limit-ups may…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This article proposes screening Chinese beverage and alcohol import-export stocks for turnover between 3% and 12%, while excluding stocks that reached the previous day's upper price limit. The stated rationale combines trading activity with an industry…

EquitiesChina marketsExecutionTechnical indicators
SuperMind

This article presents a Chinese equity screen combining three conditions: at least five overlapping moving averages, more than two limit-up sessions within ten days, and a rising 30-day average. It interprets clustered averages as short- and medium-term…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

The document outlines a Chinese A-share screen that starts with stocks showing an amplitude above 1, excludes Beijing-listed shares, and ranks the remaining names by individual stock heat. It then proposes a more involved version using amplitude above 2%,…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This document proposes a Chinese main-board stock screen combining price amplitude, institutional participation, and the balance of aggressive buying and selling. The final rule specifies an amplitude threshold over a 15-day window, institutional…

China marketsEquitiesTechnical indicatorsMarket microstructure