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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 document describes a semaphore-style trading indicator built from the VolatilityQuality indicator algorithm. It identifies the indicator’s general basis and notes that it relies on classes from a smoothing library, which must be available in the…

Technical indicatorsVolatility
MQL5 code base

This MetaTrader indicator colors candles according to their relationship with a moving average. It supports simple, exponential, smoothed, weighted, and triangular methods, along with standard period, shift, method, and price inputs. The instructions…

Technical indicatorsForex
SuperMind

This document describes a Chinese equity screen combining three conditions: a price-range measure above a stated threshold, a 2019 dividend-related ratio above a stated threshold, and a rising weekly moving average. The moving-average condition is further…

EquitiesTechnical indicatorsMomentumVolatility
FMZ forum

The author recounts using Kelly-style position sizing, mathematical optimization, historical backtests, and a neural network to investigate trading systems. The discussion first explains why a positive win rate alone does not prevent ruin: bet size and…

Technical indicatorsPosition sizingBacktestingMachine learning
SuperMind

This A-share screening idea combines an RSI below a stated ceiling with three consecutive bearish sessions and recent consecutive limit-up activity. Its premise is to identify stocks showing short-term price weakness while retaining signs of strong market…

EquitiesChina marketsTechnical indicatorsMomentum
ProRealCode

This intraday DAX strategy applies an opening-range breakout on one-minute data. It records the high and low of the two-hour morning range, then places stop entries above or below those levels after the range ends. The rules restrict entry to before a stated…

FuturesBreakoutTechnical indicatorsPosition sizing
SuperMind

This A-share screening rule combines a minimum price range, a cap on the 9:25 opening indication, and a rising 30-day moving average. The stated rationale is to seek stocks with some recent movement while avoiding an unusually large opening gain, then use…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This post outlines a Chinese equity screening rule combining unusually large daily range, a close between the middle and upper Bollinger bands, and more than two limit-up sessions within ten days. It presents the screen as a way to identify volatile stocks…

China marketsEquitiesTechnical indicatorsMomentum
ProRealCode

This indicator adapts a Supertrend-style trailing line and pairs it with a colored trend cloud. The cloud uses adaptive smoothing built from an efficiency ratio and cycle-sensitive calculations, while directional movement and ADX provide additional trend…

Technical indicatorsTrend followingVolatilityRisk management
FMZ forum

This post shares a tick-driven script intended to send alerts when a bar crosses above a 200-period moving average after price was below it, with CCI above a threshold. It checks multiple crypto symbols and timeframes, waits for a new bar, then logs a…

CryptoTechnical indicatorsBacktesting
MQL5 code base

This description outlines an expert advisor that combines a Harami candlestick pattern with fast and slow moving averages. It is presented for major forex pairs and Nasdaq stocks on four-hour and daily charts, and includes settings for trade size, stop loss,…

ForexEquitiesTechnical indicatorsRisk management
SuperMind

This note describes a Chinese equity screen combining circulating market capitalization of at least 10 billion yuan, a prior-day high-to-low ratio above 1, and a limit-up event during 2021. It frames the criteria as a way to find larger, volatile stocks with…

China marketsEquitiesVolatilityMomentum
SuperMind

This stock-selection proposal combines metaverse classification, robot-related concept membership, turnover activity, a circulating-market-capitalization ceiling, and a limit on recent price appreciation. The final stated screen requires yesterday’s turnover…

China marketsEquitiesMomentumSentiment
SuperMind

This Chinese stock-screening note proposes combining price amplitude, robot-sector membership, and circulating market capitalization. Its final revised rule selects robot-related shares with amplitude above 1% and float capitalization between 10 billion and…

China marketsEquitiesVolatilityTechnical indicators
MQL5 code base

This example describes an expert advisor that uses Heiken Ashi candles on two timeframes to signal entries. Its bullish condition looks for a current candle with a rising close and open at the low, preceded by another rising candle whose open is not at the…

ForexTechnical indicatorsExecution
MQL5 code base

The linear regression slope oscillator measures the slope of a linear model fitted to price over a selected period. Its sole configurable parameter is the calculation period. Rising indicator values are described as indicating an uptrend, while falling…

Technical indicatorsTrend followingStatistics
SuperMind

This Chinese stock-selection example screens for shares with daily amplitude above 1, upward-diverging moving averages, and an opening price near the 10-day moving average. The accompanying Python example calculates amplitude relative to the previous close,…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

The Cauchy difference indicator compares the arithmetic mean and geometric mean of a bar’s price. It first represents each bar with the average of its open, high, low, and close prices, then uses a configurable period for the indicator calculation. The…

Technical indicatorsStatistics
MQL5 code base

This indicator marks a chosen intraday session on historical charts, drawing a rectangle from that session’s high to its low. The user can set the session start and end times, including sessions that cross midnight. Across a selected lookback, it reports the…

Technical indicatorsVolatilityStatisticsRisk management
SuperMind

The post describes a premarket stock screen combining a positive MACD reading, a price below the stated threshold, and a prior-day 9:15 matching price at the limit-down level. It frames the conditions as a way to combine a technical signal, a low share…

EquitiesTechnical indicatorsMomentumChina markets
BigQuant

This note introduces the Average Directional Index (ADX), an indicator calculated from high, low, and close prices over a chosen lookback length. It outlines the intermediate calculations: true range, positive and negative directional movement, and the…

Technical indicatorsTrend followingStatistics
MQL5 code base

This short description explains the Ehlers Center of Gravity indicator as a weighted position of prices within an observation window: each price is weighted by its position, and the sum is normalized by the window's total price. The described implementation…

Technical indicatorsStatistics
SuperMind

This Chinese-language post describes a stock selection screen that combines an RSI threshold below 65, membership in a beverage and alcohol import-export industry category, and a bullish alignment of three moving averages. It gives illustrative indicator…

EquitiesChina marketsTechnical indicatorsMomentum