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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

79,386 documents

SuperMind

This post proposes screening Chinese stocks for a daily price move of at least one percent, a nonempty name for an outstanding convertible bond, and exclusion from a specified market segment. It presents the range condition as a way to identify active stocks…

EquitiesChina marketsTechnical indicatorsStatistics
MQL5 code base

This indicator description presents a passband oscillator intended to reduce short-term fluctuations while limiting lag. It forms the oscillator from the difference between two exponential moving averages with different periods, then calculates a…

Technical indicatorsForexCommoditiesVolatility
SuperMind

This post describes a Chinese equity screen combining three conditions: reported position increases above a threshold, the prior close above a long-term moving average, and a limited opening gain at 9:25. It also offers an alternative using turnover and a…

EquitiesChina marketsTechnical indicatorsBacktesting
SuperMind

This stock screen combines four filters: price amplitude above a stated threshold, market capitalization below a stated ceiling, positive net profit, and exclusion of the STAR Market. The accompanying discussion presents the amplitude filter as a way to find…

EquitiesChina marketsVolatilityFactor investing
TqSdk

This example describes a futures strategy using the Volume Price Trend (VPT) indicator on daily bars. It updates VPT by adding volume multiplied by the latest percentage price change, then compares the current value with a moving average. A trade is…

FuturesTechnical indicatorsMomentumBacktesting
BigQuant

This report explains how the MSCI China A50 Connect Index selects and weights large-cap Chinese equities. It chooses stocks across GICS industries, first taking leading free-float market-cap names by industry and then filling to 50 constituents; weights are…

EquitiesChina marketsFactor investingPortfolio construction
BigQuant

This study examines quantitative stock selection within China’s electronics and electronic-components sectors. It reviews conventional fundamental and price-volume factors, reporting promising selection results for valuation, quarterly profit growth, return…

EquitiesFactor investingChina marketsBacktesting
BigQuant

The document introduces the Bias indicator, which expresses a closing price’s percentage deviation from its moving average over a chosen number of days. The calculation compares the close with the moving average, subtracts the average, and scales the…

Technical indicatorsStatistics
MQL5 code base

Volume Profile displays transaction volume at each price level over a chosen time interval as a horizontal histogram. Longer bars indicate prices where more trading occurred, while shorter bars indicate lower activity. The description presents it as a…

Technical indicatorsMarket microstructure
ProRealCode

I Seek Trends adapts the ATR-based SuperTrend by inserting neutral phases between confirmed bullish and bearish states. Its five states distinguish established trends, transitions out of either trend, and full neutrality after a failed breakout. When price…

Trend followingTechnical indicatorsVolatilityRisk management
Hummingbot docs

The document explains an algorithmic strategy as a repeated cycle of collecting market and account data, processing it, and placing or cancelling orders. In Hummingbot, strategies read exchange data and user state on each clock tick, then apply logic…

CryptoExecutionMarket microstructure
BigQuant

Return on equity (ROE) measures net income relative to shareholders’ equity, expressing how much profit a company generates from its equity base. The document gives the formula and a simple numerical illustration, then describes how investors may interpret…

EquitiesFactor investingStatisticsRisk management
SuperMind

This short-term stock screen combines three conditions: prior-day price amplitude above 1%, a prior-day appearance on China’s Dragon-Tiger list with reported buying greater than selling, and a current high that is the highest over the recent two-day window.…

EquitiesChina marketsBreakoutVolatility
MQL5 code base

The described indicator estimates the relative strength of a selected currency, such as the New Zealand dollar, using closing prices from seven currency pairs that contain it. A zero line represents an average over a user-chosen period. A colored histogram…

ForexTechnical indicatorsMomentum
MQL5 code base

This indicator compares each candle with the immediately preceding candle, looking for opposing changes in candle size and volume. It labels a candle as a growing divergence when its range increases while volume falls, and as a falling divergence when its…

Technical indicatorsStatistics
SuperMind

This daily stock screen selects securities before the market opens using three conditions: MACD above zero, a positive price-to-earnings ratio, and more than one year since listing. The document presents MACD as a way to identify an upward trend, treats…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This MetaTrader 5 Expert Advisor trades signals from the i_Trend oscillator. A signal is generated when a bar closes and the indicator cloud changes color, making the method dependent on confirmed bar-close changes rather than intrabar movement. Running the…

ForexTechnical indicatorsBacktestingExecution
SuperMind

This stock screening approach combines a Metaverse concept classification with an upward-sloping 30-day moving average and fundamental filters. It first selects companies associated with the theme, then looks for a rising average and firms below the stated…

EquitiesTechnical indicatorsTrend followingFactor investing
ProRealCode

The indicator colors a chart background according to whether the close agrees with both Supertrend and Parabolic SAR. It marks an upward condition when the close is above both indicators and a downward condition when the close is below both. The example uses…

Technical indicatorsTrend following
MQL5 code base

POGO is described as an oscillator intended to display the mean bar size over a selected period. Its calculation begins with the difference between each bar’s open and close, then applies a moving average to those values. The user can adjust the calculation…

Technical indicatorsStatistics
Freqtrade

This Freqtrade strategy combines a 14-period Relative Strength Index with 20-period Bollinger Bands calculated from typical price using two standard deviations. It enters a long position when RSI is below 30 and the close is below the lower band, treating…

CryptoTechnical indicatorsMean reversionRisk management
SuperMind

This equity selection proposal combines RSI below 65, a circulating market value between 5 billion and 10 billion yuan, and simultaneous bullish crossovers in three technical indicators, with MACD, KDJ, and DMI offered as examples. It interprets the RSI…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This proposed equity screen looks for stocks with turnover between 3% and 12%, three consecutive declining sessions, and a high product of price change and very large order net volume. The article frames the setup as a possible rebound candidate: the…

EquitiesMean reversionMarket microstructureTechnical indicators