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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

12,140 documents

SuperMind

This stock screen ranks candidates by a volume ratio, then filters for positive large-order net volume above 0.05 for at least three consecutive days and a rising 30-day average. The article interprets stronger volume ratios and persistent large-order…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This post proposes screening main-board shares with turnover rates between 3% and 12%, a daily gain above 1%, and an opening price near the 10-day moving average. Its example defines “near” as within 3% of that average. The rationale is to find short-term…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock selection rule screens for turnover between 3% and 12%, a rising DEA indicator, and a maximum holder concentration value no greater than 20%. The article describes the concentration filter as a way to favor stocks with more dispersed holdings and…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock screen combines three conditions: turnover between 3% and 12%, a rising DEA indicator, and a low price threshold. Its accompanying formula describes DEA through moving-average relationships, while the Python example calculates the indicator and…

EquitiesTechnical indicatorsMomentumChina markets
BigQuant

This Chinese-language market note combines long-horizon equity timing, medium-term market indicators, and a large-versus-small-cap rotation signal. Its long-term model uses a dividend-yield-based equity risk premium, evaluated quarterly, and reported a…

EquitiesMomentumFactor investingChina markets
SuperMind

This stock-selection idea combines an amplitude filter with a weekly moving-average crossover and a condition described as the start of a strong upward move. The intended approach is to identify stocks near the beginning of a rising trend, then assess them…

EquitiesTrend followingTechnical indicatorsMomentum
SuperMind

This daily post-close stock screen selects shares whose MACD reading is above zero and whose short-to-long moving-average sequence is rising. It then orders eligible names by a measure of individual-stock heat, intended to represent market attention. The…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This Chinese-language post describes an equity screening rule that selects stocks with MACD above zero, a short moving average above a longer one, and at least one large daily gain during a recent lookback. It also gives example indicator definitions, a…

EquitiesMomentumTechnical indicatorsRisk management
ProRealCode

The document presents a Yang–Zhang extension of the Garman–Klass volatility estimator as an ex-ante volatility measure that can support position sizing in time-series and dual-momentum strategies. Its calculation combines squared overnight gaps, intraday…

VolatilityPosition sizingTechnical indicatorsMomentum
MQL5 code base

The document explains the construction of the i_Trend indicator. Its green line represents the difference between a selected price and a chosen line of the Bollinger Bands. Its red line is formed from the combined Bulls Power and Bears Power values,…

Technical indicatorsVolatilityMomentum
SuperMind

This Chinese equity screening idea selects stocks in the metaverse theme using prior-day turnover above 8%, an opening-auction price move below 6% at 9:25, and— in the final stated version—positive cumulative gains over the most recent two days. The article…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This stock screen combines three conditions: prior-day price amplitude above 1%, a prior-day appearance on the market’s top-trading list with buying value greater than selling value, and revenue in 2021 more than 1.1 times its 2018 level. The author presents…

China marketsEquitiesMomentumEvent-driven
SuperMind

This Chinese-language post describes a daily stock screen that looks for MACD above zero and RSI below 65, then ranks candidates by individual stock heat, a measure of market attention. It presents the screen as a way to find stocks with positive trend…

EquitiesTechnical indicatorsMomentumSentiment
SuperMind

This Chinese stock screen focuses on the metaverse industry and combines an early-session gain below 6% with a turnover range of 3% to 12%. The post frames the rules as a way to focus on short-term candidates while accounting for liquidity through turnover.…

China marketsEquitiesTechnical indicatorsMarket microstructure
SuperMind

This Chinese stock screen combines a 14-period RSI below 65 with bid-side quantity greater than ask-side quantity, current volume above 10,000 lots, and an opening price above the previous close. The article presents the conditions as a way to find stocks…

EquitiesTechnical indicatorsMarket microstructureMomentum
MQL5 code base

This document describes a custom indicator that compares price swings with the Awesome Oscillator (AO) to identify potential bullish and bearish divergences. It presents a bullish case when price makes lower lows while the oscillator makes higher lows, and a…

Technical indicatorsMomentumStatistics
BigQuant

This report summary evaluates historical fundamentals and price information as inputs to industry allocation in China. It highlights trailing-twelve-month ROE, single-quarter ROE, and ROE growth as useful historical factors, while finding industry-level…

EquitiesChina marketsFactor investingMomentum
SuperMind

These notes summarize a practical framework for developing an independent quantitative trading operation. They cover choosing strategies that fit a trader’s capital, skills, time, and income goals; screening ideas with benchmark comparisons, Sharpe ratio,…

BacktestingRisk managementPosition sizingMean reversion
SuperMind

This note proposes screening stocks for amplitude above 1, a shortening negative MACD histogram on a 15-minute interval, and simultaneous bullish crosses across moving averages of 5, 10, 20, and 60 periods. The combined conditions are intended to identify…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock-selection rule combines a daily price-range condition with MACD trend filters across weekly and daily data. It seeks stocks whose weekly MACD is above zero and above its prior signal-line value, while daily MACD is also positive. The accompanying…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This MetaTrader indicator combines price and RSI divergence detection with a panel projecting higher-timeframe candles. It marks bullish divergence when price forms a lower low while RSI forms a higher low, and bearish divergence when price forms a higher…

Technical indicatorsMomentumForex
BigQuant

This overview surveys a broad range of investment approaches and the decisions they emphasize. It covers value and growth selection, quantitative modeling, momentum, income generation, index investing, and diversification across asset classes. It also…

Multi-assetMomentumTrend followingArbitrage
SuperMind

This report summary examines whether Chinese public mutual funds’ past risk-adjusted performance predicts future performance, with fund selection and fund-of-funds investing as the motivation. It evaluates managers using alpha from several asset-pricing…

StatisticsFactor investingMomentumPortfolio construction
SuperMind

This note describes a short-term China A-share screen that selects stocks classified in the metaverse sector, appearing on the prior day’s trading-activity list, and posting a positive daily return. It gives equivalent screening conditions in a formula and…

EquitiesMomentumChina marketsTechnical indicators