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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

4,328 documents

Stratmill research code

This strategy uses copulas to estimate conditional probabilities between two assets’ daily returns. It accumulates each probability’s deviation from 0.5 into a mispricing index flag, intended to translate return dependence into a measure of how prices have…

Pairs tradingStatisticsMean reversionBacktesting
SuperMind

This post describes a Chinese equity screen combining a turnover-rate band, beverage and alcohol industry classification, and a reversal or engulfing-style price condition. It also presents illustrative formula and Python references. The accompanying code…

EquitiesChina marketsTechnical indicatorsMean reversion
MQL5 code base

The expert advisor described here uses a moving average to determine entries and offers two martingale variants. After a loss, one variant opens a larger trade in the opposite direction; the other opens a larger trade based on whether price is above or below…

ForexMean reversionGrid tradingRisk management
BigQuant

This research note describes an earnings-expectations approach to positioning in Sanhuan Group, a Chinese electronics company. It constructs an “earnings overpricing” index within a fixed price-to-earnings valuation framework and uses the measure to allocate…

EquitiesChina marketsMean reversionBacktesting
SuperMind

This Chinese stock screen combines a metaverse industry classification with a relative-volume band and a sequence of declining closes. The stated selection conditions require volume ratio above 1.5 and below 6, alongside seven consecutive down days. The…

China marketsEquitiesTechnical indicatorsMean reversion
MQL5 code base

Projection Bands are presented as a way to estimate upper and lower boundaries of a price range, alongside tools such as channels, envelopes, and Bollinger Bands. The indicator has a configurable lookback period. Its upper boundary uses the maximum high…

Technical indicatorsVolatilityMean reversion
BigQuant

This document introduces the cyclically adjusted price-to-earnings ratio, or CAPE, as a way to compare equity prices with a decade of inflation-adjusted earnings. It summarizes historical analyses of the S&P 500 and Shanghai Composite, reporting that higher…

EquitiesMean reversionStatisticsBacktesting
BigQuant

The document explains the cyclically adjusted price-to-earnings ratio (CAPE), calculated as an inflation-adjusted share price divided by the average inflation-adjusted earnings per share over the prior decade. It compares CAPE with future real returns for…

EquitiesChina marketsUS marketsMean reversion
ProRealCode

The strategy identifies a signal bar whose high-to-low range is smaller than that of each of the six preceding bars. It then places a buy limit at the lowest low and a short limit at the highest high across those prior bars, aiming to trade reversals within…

Mean reversionBacktestingExecutionTechnical indicators
MQL5 code base

This brief description outlines a trading expert advisor that uses mean reversion, price-action boundaries, and a moving average to orient trades with the broader trend. It also says the tool exposes settings such as lookback periods, RSI thresholds, and pip…

Mean reversionTechnical indicatorsRisk management
Freqtrade

This five-minute crypto strategy combines entry conditions drawn from two named Bollinger Band approaches. One setup looks for a sharp downward move below a 40-period lower band, with price change, candle tail, and closing-price conditions used to qualify…

CryptoTechnical indicatorsMean reversionRisk management
MQL5 code base

The document describes a currency-strength indicator that estimates the relative strength of a currency from closing prices of seven pairs containing that currency. To analyze a pair, it says to place the base currency’s strength curve and then the quote…

ForexMean reversionTechnical indicators
SuperMind

This note describes an equity screen for companies in the metaverse industry. It selects stocks whose opening price is near the 10-day moving average and that have recorded seven consecutive sessions in which the close was below the prior close. The article…

EquitiesTechnical indicatorsMean reversionChina markets
SuperMind

The document proposes a stock screen combining three conditions: amplitude above one, MACD above its zero line, and an intraday low between four and five percent below the lower of the open and close. Its rationale is to find volatile stocks that have…

EquitiesTechnical indicatorsMean reversionChina markets
ProRealCode

This note describes a short-term reversal strategy attributed to Larry Connors. For a long entry, price must be above its 200-period simple moving average and the two-period RSI must fall below 5; the position exits when price rises above its five-period…

Technical indicatorsMean reversionTrend followingRisk management
MQL5 code base

This indicator combines five-candle fractal detection with a Commodity Channel Index filter. It displays a signal only when CCI meets a configurable threshold on the candle associated with the fractal, aiming to screen out some signals during sideways…

Technical indicatorsMomentumMean reversionBacktesting
MQL5 code base

This Expert Advisor uses a price-extreme channel to generate trades. By default, a close above the upper channel boundary opens a long position, while a close below the lower boundary opens a short position. It checks signals on each new bar, closes opposing…

BreakoutMean reversionTechnical indicatorsBacktesting
SuperMind

This stock-selection rule combines a 14-period RSI below 65 with three consecutive declining sessions and a minimum listing age. The example implementation specifies more than 120 days since listing and evaluates the RSI and recent candle conditions to form…

EquitiesTechnical indicatorsMean reversion
ProRealCode

This ProRealTime indicator identifies support and resistance areas by grouping historical price pivots into price bands. Its settings control the pivot lookback, whether pivots use highs and lows or open and close values, the maximum band width, the number…

Technical indicatorsMean reversionRisk managementBacktesting
SuperMind

This document describes a stock screen intended to find possible trend changes. It looks for equities whose moving averages converge, using at least five averages as the selection condition, and also imposes a limit on the indicated pre-open gain. The…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

This stock selection rule combines a 14-period RSI below 65, price above its five-day moving average, and a reversal pattern. The article’s final formulation calls for three consecutive bearish candles followed by a bullish candle. It presents indicator…

EquitiesChina marketsTechnical indicatorsMean reversion
BigQuant

This report evaluates 18 financial-quality, price-volume, and analyst-expectation factors for Chinese equities. It compares factor-ranked portfolios, including high-ranked and low-ranked groups, considers the stability of their performance differences, and…

EquitiesFactor investingMomentumMean reversion
MQL5 code base

The document describes a proposed dashboard indicator for monitoring active symbols and pairs in spread or equity trading. Its interface is meant to track changes in the selected symbols, retain settings during terminal changes, and let users set each pair's…

EquitiesPairs tradingMean reversionTechnical indicators
SuperMind

The document proposes a Chinese stock screen that combines three short-term signals: buying activity above 5%, a previous-day 9:15 matched price at the limit-down level, and a shrinking green histogram on the 15-minute MACD. It interprets the buying measure…

China marketsEquitiesTechnical indicatorsMomentum