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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

SuperMind

This Chinese stock-screening post describes selecting shares with an RSI below 65, bid-side volume greater than ask-side volume, and a concentration measure below 20%. The author presents the combination as a short-term screen using a momentum indicator,…

EquitiesTechnical indicatorsSentimentRisk management
BigQuant

The document explains how portfolio attribution compares a portfolio with its benchmark and decomposes excess return into drivers. It distinguishes return-based approaches, including Treynor-Mazuy, Henriksson-Merton, and related factor extensions, from…

Risk managementPortfolio constructionFactor investingEquities
BigQuant

This historical overview traces the independent development of the Capital Asset Pricing Model by Jack Treynor, William Sharpe, John Lintner, and Jan Mossin. It connects their different starting points to portfolio selection and corporate finance, and…

EquitiesMulti-assetFactor investingPortfolio construction
Amberdata research

The document explains volatility cones as percentile benchmarks of historical realized volatility across several lookback periods. Traders compare current realized volatility with levels such as the lower quartile, median, and upper quartile to judge whether…

CryptoOptionsVolatilityRisk management
BigQuant

This opinion piece argues that retail traders should be cautious about relying on remembered successes and discretionary short-term trading habits as markets become more influenced by institutions and quantitative models. Its central practical message is to…

EquitiesChina marketsRisk managementStatistics
ProRealCode

This indicator combines market-structure reversals, a volatility-scaled trailing stop, and a ladder of profit targets. It identifies swing highs and lows using a symmetric lookback, then signals a Change of Character when price closes beyond the latest…

Technical indicatorsTrend followingBreakoutVolatility
MQL5 code base

This indicator displays details associated with an open trading order, including its order type, lot size, profit status, profit-to-loss ratio, and magic number. It also reports take-profit and stop-loss levels in points, the corresponding profit or loss…

ExecutionRisk managementPosition sizing
MQL5 code base

This expert advisor generates a trading signal when price crosses a moving average, then waits for a configurable number of minutes after the current bar opens before acting. Before opening a position in one direction, it closes positions in the opposite…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes an automated EURUSD strategy that opens buys when the MACD signal line crosses above a zero level and sells when it crosses below. It also mentions money management through a risk-to-reward setting and gives a sample test…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes an MT4 trading strategy using the standard Ichimoku Kinko Hyo settings. It enters long when the Chikou Span crosses price upward and both price and Chikou are above the Kumo; it enters short on the reverse cross when both are below…

Technical indicatorsTrend followingPosition sizingRisk management
SuperMind

This stock screen selects companies in the metaverse sector classified as technology firms when the KDJ indicator has just formed a bullish crossover. The proposed selection is run before 10:00 on each trading day and is limited to stocks currently available…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

This automated strategy places buy stop and sell stop orders around the high and low of the previous five-minute candle, with an adjustable offset. It can place additional pending orders relative to open positions. The cycle closes all positions when…

FuturesBreakoutPosition sizingBacktesting
SuperMind

This document presents a Chinese equity screen combining three conditions: daily amplitude above 1%, a control-related measure above 21 in absolute value, and prior-day actual turnover between 3% and 28%. It frames amplitude as a measure of price movement,…

EquitiesChina marketsTechnical indicatorsVolatility
MQL5 code base

This MT5 monitoring indicator summarizes account-level risk without placing or managing trades. It compares balance with equity to display current drawdown as both a percentage and a currency amount, and tracks peak equity to measure equity drawdown over…

Risk managementPosition sizingFutures
SuperMind

This Chinese equity screen combines three conditions: amplitude above 1%, a date in 2021, and previous-day turnover above 8%. The document frames high amplitude as a sign of greater price movement and high turnover as a possible indicator of strong market…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This Chinese equity screen selects stocks with price amplitude of at least 1%, turnover above 2% and below 9%, and more than a year since listing. The proposed rationale is that amplitude and turnover reflect trading activity and volatility, while a longer…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This Chinese equity screening rule selects stocks with daily amplitude above 1%, at least two limit-up events in the prior 500 days, and a positive institutional-flow indicator. It combines a volatility filter, a historical price-momentum signal, and a…

EquitiesChina marketsVolatilityMomentum
ProRealCode

This strategy description proposes trading intraday reversals around levels derived from daily bars. It buys when price is below a recent daily low and sells short when price moves above a recent daily high, aiming to capture a return toward the prior day’s…

FuturesMean reversionExecutionRisk management
FMZ forum

The article examines price differences between a domestic Bitcoin exchange and a foreign exchange. Its initial strategy is to buy Bitcoin abroad, transfer it to the domestic venue, and sell at the higher local price. The author accounts for purchase,…

CryptoArbitrageExecutionRisk management
quant-trading

The document proposes using convex optimization to model how farmers allocate limited arable land among crops to maximize profit. Its framework combines crop prices, production costs, and supply effects: planting more can raise output but may also depress…

CommoditiesPortfolio constructionStatisticsRisk management
MQL5 code base

The document describes a MetaTrader indicator that presents account condition and risk measures in one dashboard. It displays balance, equity, margin, drawdown, floating profit or loss, open-position count, total lot exposure, and spread. The stated purpose…

Risk managementPosition sizingExecution
SuperMind

This document presents an A-share stock screen based on a turnover ratio between stated bounds, a newly formed KDJ bullish cross, and a ranking by individual-stock heat. It interprets these filters as proxies for liquidity, price momentum, and investor…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This document outlines a technical stock screen combining three conditions: price amplitude above a threshold, a KDJ-related value below a threshold, and a recent bullish KDJ crossover. It characterizes the resulting picks as volatile, short-term…

EquitiesTechnical indicatorsMomentumRisk management
MQL5 code base

The document describes an expert-advisor concept that uses the Foster–Stewart criterion to identify trend direction and strength, then opens long or short positions when a threshold is reached. It uses separate parameters for buys and sells to reflect…

ForexTrend followingTechnical indicatorsBacktesting