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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 document presents a Chinese stock screen combining price amplitude above 1, a current control ratio above 21, and appearance on the previous day’s market leaderboard. Its rationale is to select volatile stocks with substantial market influence and…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This document describes a technical screen for stocks in the metaverse industry. It combines three indicator conditions, including MACD and moving-average crossover checks, with a requirement that weekly MACD be above zero. The intended use is to find stocks…

EquitiesTechnical indicatorsTrend followingChina markets
SuperMind

This stock screen combines three technical conditions: amplitude above 1, a weekly five-period moving average crossing above the ten-period average, and RSI below 65. The document presents these as a way to find volatile shares with a possible upward trend…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock-selection idea combines three conditions: current trading volume above 10,000 lots, an opening price above the previous close, and a shortening negative MACD histogram on a 15-minute chart. The article interprets volume as a sign of trading…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

The document proposes a Chinese equity screen combining daily price amplitude above 1%, membership in a robotics concept group, circulating market capitalization below 10 billion yuan, and a listing age above a user-defined threshold. It frames amplitude as…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This Chinese equities screen combines a turnover rate between 3% and 12%, a reversal pattern, and a prior-day closing price above the 250-day moving average. The article presents turnover as a way to select actively traded shares, the reversal condition as a…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This stock-selection rule screens for equities whose current turnover rate is between 3% and 12%, whose ticker begins with 60, and whose previous-day actual turnover is described as between 3% and 28%. The post treats turnover as a rough indicator of trading…

EquitiesChina marketsMarket microstructure
SuperMind

This Chinese equities screen looks for stocks with a daily high-to-low range above one percent, a reversal or engulfing-style pattern, and at least one limit-up event within the prior 25 days. The post frames the range as a volatility filter, the reversal…

EquitiesVolatilityMomentumTechnical indicators
SuperMind

This Chinese equities screen combines three conditions: MACD above zero, a share price below 12 yuan, and substantial large-order and block-order buying during the auction period. The article presents the combination as a way to find low-priced stocks with…

EquitiesTechnical indicatorsMomentumMarket microstructure
SuperMind

This Chinese-language post describes a stock screen combining price amplitude, recent actual turnover, and a moving-average trend condition. It selects shares with amplitude above a threshold, turnover within a specified band, and the shorter moving average…

China marketsEquitiesTechnical indicatorsFactor investing
SuperMind

This proposed Chinese equity screen combines a price movement threshold with the presence of an outstanding convertible bond name and positive prior-session auction turnover. The prose describes auction turnover above 0.26, while the formula expresses the…

China marketsEquitiesTechnical indicatorsStatistics
SuperMind

This Chinese stock-screening proposal combines daily price movement with weekly trend confirmation. It selects stocks whose amplitude exceeds 1%, whose weekly MACD is above zero, and whose 5, 10, 20, and 30 period moving averages produce three simultaneous…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This stock selection approach looks for non-special-treatment stocks in the metaverse theme that recorded a price-limit rise within the preceding 25 days. It is intended for use before 10 a.m. The proposed staged method increases the holding as the stock…

EquitiesChina marketsBreakoutMomentum
SuperMind

The document describes a short-term stock selection rule for Chinese main-board shares. It combines a threshold for the day’s reported increase in holdings with a positive daily move and a limit on the percentage gain at 9:25. The accompanying discussion…

EquitiesChina marketsMomentum
SuperMind

The document presents a Chinese equity screening rule that selects main-board stocks with MACD above zero, a daily gain greater than one percent, and a rising 30-day moving average. It frames the conditions as a momentum-oriented filter and includes…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

The document compares two ways to estimate a bond fund’s duration. A holdings-based estimate builds a proxy portfolio from the largest positions disclosed in periodic reports and calculates its weighted duration. A NAV-based estimate regresses the fund’s net…

Fixed incomeStatisticsRisk managementPortfolio construction
SuperMind

This Chinese A-share screening idea combines a turnover band of 3% to 12% with year-over-year growth in net profit attributable to the parent company above 20% and no more than 100%. It adds a “reversal” condition, described as stocks that have seen…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This stock-selection rule screens companies associated with China’s metaverse industry using two turnover conditions: the previous day’s actual turnover must fall between 3% and 28%, and the current turnover rate must be between 2% and 9%. The document gives…

EquitiesChina marketsTechnical indicators
SuperMind

The document describes a Chinese equity screening rule that selects stocks whose codes begin with 60, whose turnover rate is between 3% and 12%, and whose 14-period RSI is below 65. It gives a brief rationale: turnover is used as a liquidity filter, the code…

EquitiesChina marketsTechnical indicators
SuperMind

This proposed Chinese-equity screen looks for daily amplitude above 1, a positive weekly MACD histogram, and at least one limit-up event within roughly the past month. Its example implementation also adds a positive trailing-twelve-month return on equity…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock-selection example combines three filters: daily price amplitude above 1, circulating market capitalization above 10 billion yuan, and an upward MACD-related signal. The accompanying code loops through listed stocks, obtains real-time quotes and…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This note shows how to use TA-Lib’s MACD function to identify a bullish crossover. It explains preparing closing-price data for the function: retrieve prices in a panel format, access the underlying values, and use NumPy’s squeeze operation to produce a…

EquitiesTechnical indicatorsMomentum
SuperMind

The document describes an equity screen for stocks in the metaverse industry that had at least one limit-up day during the prior 25 days and turnover above 8% on the previous day. The proposed rationale is to find names with recent market attention and…

EquitiesMomentumBreakoutChina markets