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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

BigQuant

This BigQuant example builds a daily Chinese-stock portfolio by ranking eligible shares on 30-day turnover variability relative to their industry group. It filters out risk-warning stocks and applies price and listing-age conditions, then selects five names…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This post proposes a Chinese equities screening rule combining a relative strength index below 65, seven consecutive declining sessions, and a 2019 dividend payout measure above 25%. Its final version adds a market-value range of 5–20 billion yuan. The post…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

This historical account explains how Bridgewater developed the All Weather approach from a broader effort to understand recurring economic relationships. Its core framework separates returns into cash, market beta, and manager alpha, then considers how…

Multi-assetPortfolio constructionRisk managementFixed income
Freqtrade docs

This documentation explains how Freqtrade strategy callbacks complement vectorized indicator and signal functions. Callbacks run when needed, often repeatedly during live trading or at each simulated candle, so the guidance warns against costly calculations…

ExecutionRisk managementPosition sizingBacktesting
SuperMind

This article presents a Chinese equity selection rule focused on stocks associated with the metaverse concept. Candidates must have a 30-day moving average that is rising and must not be listed on the STAR Market. The article gives screening logic in terms…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This document outlines an Expert Advisor that uses the RSIOMA_V2 indicator to generate trade decisions. It describes three possible triggers: a change in direction of the fast cloud envelope, a move through an oversold or overbought level, or a change in the…

ForexTechnical indicatorsBacktestingExecution
SuperMind

This article describes a Chinese equity screen combining daily price movement, a rising trend filter, a market capitalization ceiling of 10 billion yuan, and positive net profit. It frames amplitude above 1% as a way to find more volatile shares and a 20-day…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This strategy uses the range-based RSRS indicator to time exposure and rotate between large-cap and small-cap Chinese equity ETFs. It fits a rolling ordinary least squares regression of daily highs on lows, standardizes the recent regression slope, and…

EquitiesChina marketsTechnical indicatorsTrend following
BigQuant

This market note reviews a modest rebound in Chinese equities and discusses the forces behind it. It attributes the recovery partly to expectations of improved second-quarter corporate earnings and reduced global risk aversion. It also cautions that…

EquitiesChina marketsPortfolio constructionRisk management
MQL5 code base

This indicator description explains a histogram oscillator formed from the difference between two smoothed Tenkan-Sen lines calculated over different periods. The histogram is color-coded, making the difference between the two Ichimoku-derived averages…

Technical indicatorsCrypto
pysystemtrade

This guide lays out a futures data workflow for a trading system. It starts with instrument settings, spread costs, and roll parameters, then gathers individual contract histories, builds roll calendars, creates multiple-price series, derives back-adjusted…

FuturesBacktestingExecutionPortfolio construction
BigQuant

This excerpt summarizes a Chinese equity market review for the week of April 13–17, 2020. It reports relative industry strength, index valuation direction, sectors with comparatively low and high price-to-earnings ratios, the share of stocks reaching 60-day…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

Anchored Momentum is defined as the percentage difference between an exponential moving average of price and a simple moving average, normalized by the simple average. The indicator therefore compares a smoothed price series with a slower reference average…

Technical indicatorsMomentumStatistics
MQL5 code base

The document describes a chart indicator that plots six customizable exponential moving averages to help traders visually assess price behavior across time periods. Periods, line styles, and colors can be set manually. Its suggested presets target short…

Technical indicatorsTrend followingForex
BigQuant

The report proposes benchmark indexes built from funds that seek to outperform the CSI 300 or CSI 500. It combines contractually designated index-enhanced funds with other funds identified as similar through their benchmarks, tracking error, and historical…

China marketsEquitiesFactor investingPortfolio construction
BigQuant

This brief student response defines quantitative investing as using data, statistics, research, systematic data collection, backtesting, and programmed trading to make investment decisions. It highlights several perceived advantages: a repeatable process,…

StatisticsBacktestingRisk managementPortfolio construction
SuperMind

The document describes a simple Chinese equity screening rule: select stocks with a daily high-to-low range above 1%, a reversal-style candle condition called “fanbao,” and a high equal to the maximum over the current and prior day. It presents the rule as a…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This trading system uses changes in the VininI_Trend_LRMA indicator to generate signals when a bar closes. Traders can choose between entering when the indicator crosses its upper or lower levels, or entering when its direction changes. A ChangeOfVolatility…

ForexTrend followingVolatilityTechnical indicators
SuperMind

This Chinese equity screen selects stocks with turnover between 3% and 12%, excludes Beijing-listed shares, and limits circulating share count to 5.5 billion. The article also discusses combining these filters with company and industry information, valuation…

EquitiesChina marketsFactor investing
SuperMind

This stock-selection outline screens Chinese equities for a daily price amplitude above 1, a listing history longer than one year, membership in a robotics concept group, and circulating market value below 10 billion yuan. It describes joining listed-company…

EquitiesChina marketsPosition sizing
MQL5 code base

The document presents an RSI price action breakout indicator as a supporting signal for trading strategies. It recommends using the indicator to filter scalping setups on one- or five-minute charts, or to confirm swing trades on hourly charts. It does not…

Technical indicatorsBreakout
NautilusTrader

This example describes a live data actor that subscribes to a slice of Bybit BTC options. At startup, it searches cached instruments for unexpired Bybit options, selects the soonest expiry, prefers USDT settlement when available, and constructs the…

CryptoOptionsDerivatives pricingExecution
BigQuant

This Chinese-language support exchange concerns missing dividend information for Contemporary Amperex Technology in a China A-share data table. The user asks why a recent September distribution, reportedly paid on September 28, does not appear and how to…

EquitiesChina marketsBacktesting