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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

79,386 documents

MQL5 code base

The document describes a chart indicator that plots three Bollinger Band channels derived from one moving average and displays the latest values as price labels. It is a visualization tool for viewing multiple volatility envelopes around a smoothed price…

Technical indicatorsVolatility
SuperMind

This stock-selection screen combines three conditions: daily amplitude above one, a top-five rank by the day’s auction amount, and rising lows. The rising-lows condition is described as comparing the minimum low over a shorter recent window with the minimum…

EquitiesTechnical indicatorsMomentumChina markets
BigQuant

The document examines relationships between half-hour returns in major Chinese equity indices and outlines intraday momentum and reversal trades. It reports stronger positive relationships among some afternoon intervals, a negative relationship between the…

EquitiesMomentumMean reversionStatistics
MQL5 code base

This document describes a histogram version of Trend Envelopes that lets the user calculate the indicator from smoothed or filtered prices instead of raw prices. The filtering method is a parabolic weighted moving average, which the author characterizes as…

Technical indicatorsTrend following
MQL5 code base

The document discusses a bar-style presentation of John Ehlers's Detrended Synthetic Price indicator, described as a basic oscillator displayed as colored bars on the main price chart. It contrasts this version with an approach that relies on fixed threshold…

Technical indicatorsTrend following
SuperMind

This post proposes selecting stocks with RSI below a stated ceiling, seven consecutive sessions in which the close is no higher than the open, and a share price below a specified level. The article frames the RSI and down-day conditions as technical filters…

China marketsEquitiesMean reversionTechnical indicators
SuperMind

This post describes a stock-selection screen for Chinese equities that requires MACD to be above zero, a rising 30-day moving average, and a company-type criterion intended to represent business quality. The technical conditions are presented as signs of…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This post outlines an A-share stock screen combining a daily trading-range condition, a qualifying company type, and a dividend payout ratio above a stated threshold for 2019. It explains the range condition as a way to select stocks with price movement and…

China marketsEquitiesFactor investingTechnical indicators
BigQuant

This opinion article argues that quantitative trading has become entrenched in China’s A-share market despite retail investor criticism. It attributes its perceived advantage to rapid automated execution, access to data and signals, and institutional tools…

China marketsEquitiesHigh-frequency tradingMarket microstructure
MQL5 code base

This document outlines a long-only breakout strategy attributed to an earlier system by Chuck LeBe and David Lucas. It uses a rising long-period moving average as a directional filter. A buy signal occurs when the closing price crosses upward through the…

ForexBreakoutTechnical indicatorsRisk management
SuperMind

The post describes an equity screen combining a technical condition, a fundamental growth condition, and a market-activity condition. It selects stocks with RSI below 65, year-over-year growth in parent-company net profit above 20% and at most 100%, and a…

EquitiesTechnical indicatorsMomentumFactor investing
BigQuant

The report outlines portfolio attribution methods for stocks and bonds, using both holdings and return series. For equity holdings, it applies a multifactor framework to separate common-factor returns from idiosyncratic returns, then estimates portfolio…

EquitiesFixed incomeFactor investingPortfolio construction
MQL5 code base

The document describes an indicator that presents trend information from the CronexChaikin indicator on a fixed timeframe. It derives its signal from the relative positions of the indicator’s main and signal lines, and displays the source indicator’s cloud…

Technical indicatorsTrend following
Amberdata research

This market snapshot examines the February 2024 crypto rally through spot-market activity, ETF flows, decentralized exchange volumes, lending deposits, miner supply behavior, and Bitcoin net unrealized profit and loss (NUPL). It presents the view that ETF…

CryptoOn-chain dataSentimentMarket microstructure
BigQuant

This weekly Chinese equity market note combines market timing, sentiment, fund positioning, capital flows, and sector rotation. Its timing discussion uses an RSRS model on the Shanghai Composite, SSE 50, and ChiNext indexes. The model issued no new signals…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

This document describes a one-minute EUR/USD scalping example built around virtual pending orders. A library simulates buy-stop and sell-stop orders, including stop-limit variants, by checking whether price or an indicator crosses specified thresholds.…

ForexTechnical indicatorsExecutionMarket microstructure
OctoBot

This guide explains how to create market, limit, stop-loss, and trailing-market orders with OctoBot Script. It describes order sizing for spot and futures trading, including fixed asset amounts, percentages of portfolio value, and percentages of available…

ExecutionPosition sizingFuturesSpot markets
SuperMind

This opinion article argues that retail traders face disadvantages against quantitative firms in short-term trading because of differences in data processing, execution speed, and trading infrastructure. It describes how large orders can be divided into many…

EquitiesChina marketsHigh-frequency tradingMarket microstructure
BigQuant

This report reviews ESG investing through active stock selection, benchmark optimization, and factor portfolios. It summarizes research using company ESG scores and components for five MSCI equity regions over 2010–2017, with quarterly portfolio rebalancing.…

EquitiesFactor investingPortfolio constructionBacktesting
ProRealCode

This indicator applies a smoothed stochastic calculation to the midpoint of a rolling high-low range rather than directly to price. The midpoint is calculated from the highest high and lowest low over a lookback window. The document says this substitution…

Technical indicatorsMean reversionTrend following
MQL5 code base

This Expert Advisor uses a fixed alternating direction: it starts with a buy and switches between buys and sells on successive trades. It opens trades at candle starts and applies stop loss and take profit settings. After a losing trade, the next position…

ForexPosition sizingRisk managementBacktesting
MQL5 code base

This MetaTrader 5 Expert Advisor is a position-management utility for traders who enter trades manually. It does not create entry signals or open positions. For buys, it places an initial stop beyond a recent swing low; for sells, beyond a recent swing high.…

Risk managementPosition sizingTechnical indicatorsExecution