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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

4,328 documents

SuperMind

This document presents a China A-share screen centered on turnover between 3% and 12%, a seven-day declining-price condition, current volume above 10,000 lots, and an opening price above the previous close. Its final proposed version adds market…

China marketsEquitiesMean reversionTechnical indicators
SuperMind

This Chinese-language post proposes screening stocks using three conditions: a large daily price range, prior-day turnover within a specified band, and a reversal candle pattern. It presents the combination as a way to find stocks with substantial price…

EquitiesTechnical indicatorsMean reversionChina markets
ProRealCode

The document describes an RSI variant that places adjustable bands around the conventional center level. It calculates the RSI from closing prices, then sets an upper and lower band by adding or subtracting a multiple of the standard deviation of the RSI…

Technical indicatorsVolatilityMean reversion
SuperMind

This stock screen combines turnover between 3% and 12% with seven consecutive sessions in which the closing price falls, then filters for a daily price change below 2.6% and above -5%. The article presents the rule as a way to find stocks after a sustained…

EquitiesMean reversionTechnical indicatorsChina markets
SuperMind

The document proposes a stock screen combining three conditions: relatively large price amplitude, upward divergence in the day’s moving averages, and a limit-down price at the prior session’s 9:15 matching stage. The stated rationale is to find volatile…

China marketsEquitiesTechnical indicatorsMean reversion
ProRealCode

This indicator adapts the idea of nested Hurst channels by plotting a shorter-cycle channel inside a medium-cycle channel. Both use smoothed price averages as centers and average true range offsets to set their upper and lower bounds. The description frames…

Technical indicatorsVolatilityMean reversion
SuperMind

The document describes a Chinese stock selection screen that combines a 14-period RSI below 65, the product of percentage price change and an oversized-order net inflow measure above 1, and a circulating market capitalization between 5 billion and 10 billion…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

This document describes a Chinese equity screen that looks for stocks with turnover between 3% and 12% and circulating market value between 5 billion and 10 billion yuan. Within those limits, it selects stocks whose closing price has fallen on each of the…

EquitiesChina marketsMean reversionTechnical indicators
ProRealCode

This indicator description explains a Relative Strength Index tool that marks overbought and oversold states, then uses those states to define price channels and identify swing pivots. Users can adjust the RSI period and threshold levels, with shorter…

Technical indicatorsMean reversionMomentumRisk management
ProRealCode

The Market Mode indicator adapts John Ehlers’ phase-based approach to classify market conditions. It applies a filter to the midpoint of each bar, smooths the resulting oscillator, and compares it with adaptive upper and lower thresholds. A move above the…

Technical indicatorsTrend followingMean reversion
MQL5 code base

This indicator measures weekend price gaps for a selected instrument and timeframe to assess whether fading a gap may be viable. It divides observations into recent gaps, the last twelve months, and the full available history. For each period, it reports gap…

StatisticsMean reversionRisk managementTechnical indicators
BigQuant

This article outlines a machine-learning stock selection strategy intended to find shares that may rebound after declines while limiting drawdowns during weak market conditions. It targets China’s small and medium-sized board, chosen for its activity and…

China marketsEquitiesMachine learningMean reversion
Freqtrade

This Freqtrade strategy seeks long entries after short-term weakness while using a higher timeframe trend filter. On the five-minute chart, it looks for either a close near a recent low and below the lower Bollinger Band, or a multi-bar decline followed by a…

CryptoMean reversionTrend followingTechnical indicators
MQL5 code base

This expert adviser seeks pivot points using only the current and previous bars, then enters market orders when price appears to attempt a trend reversal. It does not use technical indicators. Orders can have configured take-profit and stop-loss levels;…

Mean reversionTechnical indicatorsRisk managementPosition sizing
FMZ forum

The article explains a countertrend martingale approach in which a trader adds to a losing position at set price intervals, hoping a later reversal will recover accumulated losses. It works through a foreign exchange example with equal size additions and…

ForexMean reversionPosition sizingRisk management
SuperMind

This document explains the Simple Harmonic Oscillator (SHO), a bounded indicator intended to estimate market-cycle periods over short and intermediate horizons. It describes a centerline as a balance between bullish and bearish periods, with outer levels…

Technical indicatorsTrend followingMean reversionBacktesting
MQL5 code base

The document describes a price gap indicator that displays gaps as a histogram. It assigns red bars to upward gaps, which it suggests may fill downward, and blue bars to downward gaps, which it suggests may fill upward. The proposed gap-filling direction is…

Technical indicatorsMean reversionBacktesting
MQL5 code base

This indicator defines a modified Detrended Price Oscillator as the closing price minus a moving average. Users can adjust the moving average period, calculation method, and applied price, allowing them to change the resulting curve. The description says…

Technical indicatorsMean reversionTrend following
SuperMind

This Chinese A-share screening idea selects stocks whose intraday high-low range exceeds 1%, whose day low is between 4% and 5% below the prior close, and whose MACD is above zero. The rationale combines elevated volatility and a sharp intraday decline with…

EquitiesTechnical indicatorsVolatilityMean reversion
MQL5 code base

This indicator changes two parts of a conventional RSI setup. First, it filters prices with a selectable moving average before calculating RSI, aiming to reduce false signals without adding substantial lag. Second, it assesses trends with Discontinued Signal…

Technical indicatorsTrend followingMean reversion
ProRealCode

This visual indicator assigns signed levels from one to nine using RSI readings. For each level, it checks whether RSI is above or below the midpoint of 50: readings above it receive a positive level, and readings below it receive a negative level. The…

Technical indicatorsMean reversionMomentum
MQL5 code base

The document describes an indicator for visualizing pair trading by overlaying one instrument’s price series on another. When the two series diverge, the example strategy sells the relatively higher pair and buys the lower one; both positions are closed when…

ForexPairs tradingMean reversionTechnical indicators
ProRealCode

This indicator identifies bullish or bearish engulfing candles using either candle bodies or full high-low ranges. A configurable lookback checks whether a chosen number of preceding closes moved consecutively in one direction, then requires that sequence…

EquitiesTechnical indicatorsMean reversion
SuperMind

The article explains how WorldQuant’s 101 formulaic alphas combine short horizon price and volume features, often mixing momentum and mean reversion. It distinguishes signals traded on the same day as their latest input from those traded later, and walks…

EquitiesFactor investingMomentumMean reversion