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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

MQL5 code base

This description outlines an Expert Advisor that trades signals from a custom price-channel indicator. The indicator supplies two types of buy entry signals, two types of sell entry signals, and separate signals to close long and short positions. The EA has…

Technical indicatorsExecutionPosition sizingRisk management
MQL5 code base

This Expert Advisor implements a Relative Moving Average framework that ranks the latest close within a trailing window’s return distribution, producing a fractile between zero and one. Instead of using price distances, its rules trade movements between…

ForexMean reversionTechnical indicatorsBacktesting
SuperMind

This stock selection rule combines three daily conditions: price range exceeds 1%, the KDJ indicator has just formed a bullish crossover, and the day’s high matches the highest high over the current and previous day. The article presents the combination as a…

EquitiesTechnical indicatorsMomentum
MQL5 code base

This brief description introduces MaksiGen_Range_Move, an indicator intended to identify flat market conditions. Its stated rule is visual: when price remains inside the indicator’s dotted channel, the market is considered flat. The document gives no…

Technical indicatorsMean reversion
MQL5 code base

The document describes a Donchian Channel indicator displayed as a filled cloud. It adds price labels for the latest channel values and lets users round channel levels to a chosen number of digits. A price grid is also drawn using those rounded levels, so…

Technical indicatorsBreakoutTrend following
ProRealCode

The document describes an equilibrium level derived from the Directional Movement Indicator. It attributes the concept to Welles Wilder and presents crossings between positive and negative directional indicators as important points for judging a commodity…

Technical indicatorsTrend followingCommodities
SuperMind

This stock-screening note proposes selecting companies in the metaverse sector whose latest price return is positive and whose stated circulating share count is at or below a specified threshold. It explains that free-float shares describe stock available…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This Chinese stock-selection post proposes combining daily price amplitude, a ranking based on net large-order volume, and a candlestick pattern described as a morning star. It presents these conditions as a way to find active stocks with short-term momentum…

EquitiesChina marketsTechnical indicatorsVolatility
BigQuant

This research summary compares common stock-selection factors in the U.S. and Chinese markets, with a test of seven factor groups and 24 signals in the Russell 3000 universe. It reports that profitability, valuation, and growth measures were among the…

EquitiesFactor investingStatisticsMomentum
SuperMind

This Chinese stock-screening note describes a rules-based screen for metaverse stocks. Its stated conditions combine a price above the 250-day moving average with a weekly five-period moving average crossing above the ten-period average. The screen is…

EquitiesChina marketsTechnical indicatorsTrend following
ProRealCode

The Disparity Index expresses the closing price's percentage deviation from an exponential moving average over a selected period. Its formula subtracts the average from the close, divides by the average, and multiplies by one hundred. The document includes…

Technical indicatorsMomentumMean reversion
SuperMind

The document outlines a Chinese equity screen intended to run before 10 a.m. It selects stocks with intraday amplitude of at least one percent, market capitalization no greater than 10 billion yuan, positive net profit, and no special-treatment designation.…

EquitiesChina marketsBreakoutMomentum
MQL5 code base

Williams Accumulation/Distribution (W_A/D) is described as a running total of price movement intended to reflect whether buyers or sellers are in control. Its value changes according to the relationship between the current and previous closing prices, using…

Technical indicatorsMomentumEquities
SuperMind

This Chinese stock-screening note begins with three technical conditions: amplitude above 1, a KDJ value below 20, and positive daily MACD. It presents these as a way to find shares with subdued short-term readings alongside a positive MACD signal. It then…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This Chinese stock-screening note combines a price-amplitude filter with a volume and turnover condition. It describes selecting shares whose amplitude exceeds 1 and whose prior-day turnover multiplied by the ratio of current auction volume to prior-day…

EquitiesTechnical indicatorsStatisticsRisk management
SuperMind

This Chinese stock-screening note proposes selecting main-board shares with an RSI below 65, a daily gain above 1%, and total market capitalization above 200 million. It frames the RSI threshold as a way to find shares with room to rebound, the daily gain as…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock-selection recipe begins with shares whose 9:25 a.m. price gain is below 6%, circulating market capitalization is above 10 billion yuan, and volume ratio ranks among the top 100. The explanation frames the volume measure as a way to find actively…

EquitiesMomentumExecutionStatistics
SuperMind

This Chinese equity screening approach combines three conditions: price amplitude above 1%, afternoon large-order net inflow, and the 20-day moving average above the 120-day moving average. The article interprets the shorter average as more responsive to…

EquitiesTechnical indicatorsMomentumMarket microstructure
Lumibot

This guide explains how advanced users can run Lumibot backtests with their own historical data. It supports intraday and daily testing and describes assets including stocks, futures, cryptocurrency, and foreign exchange. Input data must be converted into a…

BacktestingMulti-assetOptionsEquities
MQL5 code base

The document explains the Hull Moving Average as a method intended to make a moving average more responsive while retaining smoothness. Its calculation applies a weighted moving average to a weighted combination: twice the half-period average minus the…

Technical indicatorsStatistics
MQL5 code base

This MetaTrader Expert Advisor uses the Ichimoku Kinko Hyo indicator and changes position size after a losing trade. The loss is detected through trade-transaction events when an exit deal is recorded. The next position is opened with increased volume, but…

ForexTechnical indicatorsPosition sizingRisk management
SuperMind

The document describes a Chinese equity screening strategy that combines a 14-period RSI below 65, upward-diverging moving averages, and strong returns during 2021. Its proposed refinement broadens the historical-return cutoff to the top 30% and allocates…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

The note describes a Chinese stock screen using a turnover ratio between 3% and 12%, a circulating share count no greater than 5.5 billion shares, and positive net large-order flow in the afternoon. Its accompanying Python example applies corresponding…

EquitiesMarket microstructureSentiment