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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 daily stock-selection screen based on three price conditions: an intraday range greater than 1%, a reversal or engulfing-style candle pattern, and a daily return between -5% and 2.6%. It characterizes the idea as a possible…

EquitiesChina marketsMean reversionTechnical indicators
MQL5 code base

The document explains a Fisher Transform oscillator for price data. It first scales prices using a recent high-low range, smooths and bounds the normalized value, then applies a logarithmic transform and recursive blending. This process is intended to make…

Technical indicatorsStatisticsMean reversion
SuperMind

This stock selection rule combines a turnover range of 3% to 12%, three consecutive declining sessions, and a reported control ratio above 21%. The article frames the high control ratio as a sign of concentrated holdings or buying by large investors, while…

EquitiesChina marketsTechnical indicatorsMean reversion
BigQuant

This article proposes a defensive equity strategy that seeks oversold rebounds or bounces after a pullback. It draws inspiration from research on money-flow factors, including inflow, outflow, net institutional flow, and opening net flow, and proposes…

EquitiesMean reversionFactor investingMachine learning
SuperMind

This Chinese stock-screening note describes selecting shares with daily turnover between 3% and 12%, three consecutive declining sessions, and prior-day opening-auction turnover above 0.26. The proposed idea combines a recent price weakness pattern with…

EquitiesMean reversionTechnical indicatorsChina markets
MQL5 code base

IREA is an automated countertrend strategy based on the idea that unusually large price moves may be followed by movement in the opposite direction. It uses an InverseReaction indicator and enters against the shock on the next bar, provided the bar size…

ForexMean reversionTechnical indicatorsRisk management
SuperMind

This post describes a technical stock screen combining three conditions: daily price amplitude above a stated threshold, the opening price near the ten-day moving average, and a pattern described as seven consecutive down days. The accompanying examples…

EquitiesChina marketsTechnical indicatorsMean reversion
MQL5 code base

The Dynamic Momentum Index adapts the length of its calculation to changes in an asset’s volatility. Unlike the RSI’s fixed lookback, it shortens its period when volatility rises, making readings respond more quickly to price changes. The document describes…

Technical indicatorsVolatilityMean reversion
MQL5 code base

The indicator estimates volatility using ATR, a Parkinson high-low estimator, or close-to-close return variation, then ranks the current reading against a rolling history as a percentile. Thresholds divide that percentile into five regimes, from unusually…

VolatilityTechnical indicatorsRisk managementBreakout
MQL5 code base

This indicator uses the Money Flow Index (MFI) to flag possible price reversals. Its premise is that price may turn after the MFI’s rate of change slows and reverses, particularly when the fast MFI is in an overbought or oversold area. The indicator can mark…

Technical indicatorsMean reversionRisk management
SuperMind

The document describes a Chinese stock screen combining price range, large-order net volume ranking, and a daily maximum decline bounded between 4% and 5%. The rationale is to identify stocks under short-term pressure that might rebound, with a ranking based…

EquitiesChina marketsMean reversionTechnical indicators
MQL5 code base

The document describes a signal engine for detecting when price approaches a channel boundary and then reverses away from the extreme. It distinguishes this two-stage condition from treating mere proximity as an entry signal. A state machine applies…

Technical indicatorsBreakoutMean reversion
SuperMind

This stock selection post describes a technical screen for main board shares. It combines an RSI reading below 65, seven consecutive sessions in which the close is below the open, and a current session gain greater than 1%. The proposed interpretation is…

EquitiesTechnical indicatorsMean reversionChina markets
MQL5 code base

TMACD Divergence is an indicator that searches for divergences involving a Triangular Moving Average Convergence/Divergence oscillator and displays the detected patterns. Its configurable inputs are the fast moving-average period, the slow moving-average…

Technical indicatorsMomentumMean reversion
SuperMind

This document describes a stock-selection rule based on three conditions: RSI below 65, seven consecutive bearish daily candles, and a listing age greater than a chosen number of years. It presents the screen as a way to identify established companies after…

EquitiesChina marketsTechnical indicatorsMean reversion
FMZ forum

The article reviews evidence that individual investors often buy after prices fall and sell after they rise, while more financially sophisticated groups may show more momentum-oriented trading. It discusses several possible explanations: investors’ beliefs…

EquitiesMomentumMean reversionMarket microstructure
TqSdk

This code describes a mean-reversion strategy for the spread between Dalian Commodity Exchange coke and coking coal futures. It calculates a weighted value spread using contract prices, contract multipliers, and a specified leg ratio, then estimates the…

FuturesCommoditiesPairs tradingMean reversion
MQL5 code base

This indicator combines a Laguerre RSI with a Laguerre filter signal line, keeping the calculation within a single indicator family. It can also display a no-trade zone intended to flag ranging markets where trading may be better avoided. A configurable…

Technical indicatorsMean reversionTrend following
MQL5 code base

This indicator plots a moving average of the difference between closing and low prices, normalized relative to Average True Range. It displays overbought and oversold thresholds in a separate chart window. Its inputs let the user choose the calculation…

Technical indicatorsVolatilityMean reversion
FMZ forum

R-Breaker uses the previous session’s high, low, and close to calculate six reference levels for the current session. The document contrasts this setup with conventional pivot points and describes a hybrid approach: reversal trades are considered when price…

ForexTechnical indicatorsBreakoutMean reversion
MQL5 code base

This indicator builds a rolling volume profile from completed bars and adjusts price-bin width using Average True Range. It limits the number of bins, identifies the Point of Control as the highest-volume bin, and expands from it to calculate the Value Area.…

ForexTechnical indicatorsMean reversionBreakout
ProRealCode

This indicator note explains a WaveTrend oscillator port and describes two proposed crossover signals: a bearish signal when the oscillator crosses below its signal line while above the overbought band, and a bullish signal when it crosses above the signal…

Technical indicatorsMean reversionEquities
BigQuant

The document outlines a rule-based strategy for the Tianhong ChiNext ETF, using recent closing prices to create a reference price and comparing the current price and volume with that reference. It describes buying after a large decline and selling after a…

China marketsMean reversionTechnical indicatorsExecution
SuperMind

The document proposes a Chinese equity screening rule combining three chart conditions: price amplitude above a threshold, a rounded price pattern, and three consecutive declining closes. It interprets the amplitude condition as a way to find active stocks,…

China marketsEquitiesTechnical indicatorsMean reversion