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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
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

79,386 documents

MQL5 code base

The indicator identifies flag and pennant formations, which are commonly interpreted as pauses after a strong price move before the earlier trend resumes. It uses linear regression to detect the trend and a channel to identify the intervening consolidation.…

Technical indicatorsBreakoutTrend following
MQL5 code base

This Expert Advisor uses the Parabolic SAR to determine a candidate trade direction, but only when ADX is below a chosen threshold. It then adjusts direction according to the previous trade: after a winning trade, it may enter in that trade’s direction;…

Technical indicatorsTrend followingRisk managementBacktesting
SuperMind

This stock-selection rule looks for companies associated with the metaverse concept, with a rising 30-day moving average and at least two limit-up events during the prior 500 days. It is intended to combine a rising price trend with a history of strong…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This note proposes a simple ratio as a way to track changes in market volatility. It describes comparing a sum of price differences with an average based on summed price differences. The formula is stated informally, without defining the sampling window, the…

VolatilityTechnical indicators
MQL5 code base

This note describes a weighted moving average whose price weights follow a parabolic curve. A power parameter controls the weighting pattern, extending the basic idea of a linear weighted moving average. The document explains two special settings: power zero…

Technical indicatorsStatistics
SuperMind

The document describes a stock screen combining price amplitude, a market-concentration measure, and a 15-minute MACD histogram that is getting shorter. It interprets high amplitude as a way to find actively moving stocks, the concentration filter as a way…

EquitiesTechnical indicatorsMomentumRisk management
BigQuant

This research overview outlines a framework for constructing high-frequency equity factors from Level 2 market data. It recommends reducing tick or intraday observations into daily measures, then transforming those measures over time with operations such as…

EquitiesHigh-frequency tradingFactor investingStatistics
SuperMind

This Chinese-language post describes an equity screening rule that combines a daily high-low range threshold, five consecutive years of return on equity above 15%, and a KDJ indicator condition below 20. The intended combination is a technical filter…

China marketsEquitiesTechnical indicatorsFactor investing
Amberdata research

The article explains why financial institutions need direct on-chain data alongside market data, then identifies four obstacles: many changing data sources, protocol differences, complex processing, and scarce specialist talent. It describes how smart…

CryptoOn-chain dataDeFiMarket microstructure
SuperMind

This stock selection example combines three filters: turnover between three and twelve percent, outside volume greater than 1.3 times inside volume, and a positive institutional direction measure. The article frames turnover as a liquidity or activity…

China marketsEquitiesMarket microstructureStatistics
SuperMind

This Chinese stock screen selects listed shares with turnover rates between three and twelve percent, excludes Beijing-listed stocks, and keeps stock codes beginning with 60. The article describes these filters as a way to focus on relatively active shares…

China marketsEquitiesExecution
SuperMind

This stock selection example combines a daily price range filter with a calendar-year condition and a rising Commodity Channel Index (CCI) pattern. It first looks for a high-to-low range exceeding one percent of the previous close, restricts observations to…

China marketsEquitiesTechnical indicatorsVolatility
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
FMZ forum

This document introduces a digital-asset trading library that combines an existing spot-trading template with futures support for OKCoin and BitVC. Its main teaching is operational: futures orders require contract selection and position-aware handling that…

CryptoFuturesSpot marketsExecution
MQL5 code base

This indicator adds a trend-strength display to a smoothed Derivative indicator. It measures the indicator’s standard deviation and marks the moving average with colored dots that reflect the current trend direction. Two thresholds divide the display into…

Technical indicatorsStatisticsTrend following
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
MQL5 code base

The document describes an Expert Advisor that trades a trend signal from the AML moving average. A trade signal is generated at the close of a bar when the indicator changes direction while retaining its color. The example applies the method to XAUUSD on a…

CommoditiesTrend followingTechnical indicatorsBacktesting
SuperMind

This document outlines a Chinese equity screen based on an intraday amplitude threshold, exclusion of ST-designated stocks, a five-day high condition described as a limit-up method, and at least two limit-up events over a 500-day lookback. It supplies a…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This document presents a Chinese equity selection rule requiring MACD above zero, the current high to match a two-day high, and more than two limit-up events within ten days. It explains these conditions as indicators of positive momentum, a nearby price…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This document describes a Chinese equity screening idea that combines turnover between 3% and 12%, at least one limit-up event in the prior 25 days, a concentration condition, and a minimum market-cap filter. Its stated rationale is to find stocks with…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This proposed equity screen looks for main-board stocks with turnover between 3% and 12%, a daily gain above 1%, and at least one day with a gain of 10% or more during the prior 25 trading days. The document frames a large recent daily move as a sign of…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This stock-selection proposal combines three filters: daily price amplitude of at least 1%, turnover between 2% and 9%, and a ratio of buying-side to selling-side volume above 1.3. The author presents amplitude and turnover as measures of price activity and…

China marketsEquitiesTechnical indicatorsMarket microstructure
BigQuant

This brief BigQuant forum exchange addresses a report that a configured holding period of ten days did not trigger a sale. The response points to the strategy’s complexity, which includes both profit-taking and stop-loss logic, as a possible obstacle to…

ExecutionRisk management