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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

31,205 documents

MQL5 code base

This Expert Advisor example applies two moving averages, MACD, and the Commodity Channel Index to USDJPY on an hourly chart. It reads indicator values from completed bars, including consecutive MACD readings, and uses trade-transaction events to track…

ForexTechnical indicatorsExecution
MQL5 code base

The AFL Winner indicator is described as a tool for identifying possible trend changes around established turnover areas at the negative and positive 50 levels. The document gives this threshold-based description as the indicator’s central trading concept,…

Technical indicatorsTrend following
SuperMind

This stock screen selects companies in the metaverse industry whose share price is above its five-day moving average and that have outstanding convertible bonds. The moving-average condition is intended to retain stocks showing short-term price strength; the…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock-selection rule screens for turnover between 3% and 12%, a ratio of outside volume to inside volume above 1.3, and exclusion of China’s Science and Technology Innovation Board. The accompanying implementation also includes a recent volume surge…

EquitiesTechnical indicatorsMarket microstructureChina markets
MQL5 code base

This Expert Advisor combines two indicators to identify trend-following entries. ColorX2MA sets the slower trend direction, while ColorJFatl signals a possible entry when the faster trend changes. A trade signal occurs at bar close when the indicator…

Trend followingTechnical indicatorsBacktestingForex
MQL5 code base

This Expert Advisor searches the previous 500 closing bars for price levels where closes cluster, then uses a cross of three moving averages of different lengths as a trend-development signal. After detecting a directional trend, it identifies the nearest…

ForexTechnical indicatorsTrend followingExecution
Hummingbot docs

This experiment describes a directional strategy for the APE-BUSD perpetual futures market that combines Bollinger Band position with the MACD line and histogram. It takes a long signal when %BB is below 0.2, the MACD histogram is positive, and the MACD line…

CryptoPerpetual futuresMean reversionTechnical indicators
MQL5 code base

This indicator plots a colored histogram of the closing price’s percentage distance from a selected ZigZag pivot. It calculates the difference between the close and the pivot price, divides by that pivot price, and scales the result by 100. Positive and…

Technical indicatorsStatistics
SuperMind

This post describes a Chinese stock selection screen combining daily price movement, a weekly MACD condition, a low nominal share price, and a price-to-earnings filter. Its final stated rules require amplitude above 1, a positive weekly MACD histogram, price…

EquitiesChina marketsTechnical indicatorsFactor investing
MQL5 code base

This short specification explains how a Renko chart is constructed and how a Donchian Channel is aligned to its bricks. The horizontal axis tracks the sequence of Renko bricks rather than elapsed time. Bricks are built from incoming bid ticks using the…

Technical indicatorsTrend followingBreakout
SuperMind

This document describes a stock-selection rule that combines three signals: daily price amplitude above a threshold, a positive weekly MACD condition, and a positive product of price change and a large-order money-flow measure. It presents the rule as a way…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This post proposes screening Chinese equities for companies with market capitalization below 10 billion yuan, no losses, and share prices below 18.5 yuan. It also suggests ranking candidates by capital-intensity measures such as turnover and volume ratio.…

EquitiesChina marketsFactor investingTechnical indicators
SuperMind

This document describes a Chinese stock selection screen combining beverage and alcohol industry membership, turnover, and a Bollinger Band condition. The stated setup seeks stocks with turnover between 3% and 12% and closing prices between the middle and…

EquitiesChina marketsTechnical indicatorsStatistics
MQL5 code base

This expert advisor trades changes in the XWAMI indicator's trend cloud. It generates a signal when a bar closes and the cloud changes color, then adjusts position size according to recent outcomes in the same direction. The stated defaults examine the last…

ForexTechnical indicatorsPosition sizingBacktesting
SuperMind

This stock-selection rule screens Chinese equities using three conditions: daily amplitude above 1%, at least two limit-up events in the preceding 500 days, and a 2019 dividend ratio above 25%. The post describes these as signals of strong price action and…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This stock-selection proposal combines three signals: an RSI reading below a stated threshold, the product of price change and net volume from very large orders being positive, and a stock appearing on the prior day’s trading activity list. The article…

EquitiesChina marketsTechnical indicatorsSentiment
BigQuant

This tutorial introduces TA-Lib as a tool for calculating technical indicators from price and volume series. It briefly describes candlestick patterns, moving averages, ADX, ATR, and On-Balance Volume, then demonstrates calculating a simple moving average…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese stock-screening example combines a daily turnover-rate band with reversal-candle and arc-shaped price indicators. Its stated selection formula also filters for market capitalization and an arc-trend reading, while the accompanying explanation…

EquitiesChina marketsTechnical indicatorsStatistics
SuperMind

This article outlines an equity screen requiring RSI below 65, a rising KDJ K value, and turnover between 3% and 12%. Its stated aim is to find stocks with relatively subdued RSI readings, improving short-term momentum, and moderate trading activity. The…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This article describes a Chinese equity screening rule combining a daily high–low range above 1%, a newly formed KDJ bullish crossover, and 2021 revenue more than 1.1 times 2018 revenue. It explains the intended rationale: favor stocks with price movement,…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This brief note describes a ribbon indicator built from a variation of the Hull moving average. Instead of comparing averages with different calculation periods, it uses the variation indicator’s speed property to create a ribbon that behaves somewhat like a…

Technical indicatorsMomentum
SuperMind

This SuperTrend variation adapts its ATR multiplier to the ratio of current ATR to a smoothed ATR average, widening bands in relatively volatile conditions and narrowing them when volatility is subdued. It adds an ATR-based cushion beyond the band before…

Trend followingVolatilityTechnical indicatorsMomentum