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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

29,558 documents

SuperMind

This short stock-screening example combines a daily turnover range of 3% to 12%, an appearance on the previous day’s market activity list, and more than one year since listing. The stated rationale is to focus on stocks with a specified level of trading…

EquitiesChina marketsExecutionRisk management
MQL5 code base

This expert advisor trades a session breakout in gold by recording the Asian-session high and low, then placing paired buy-stop and sell-stop orders outside that range as London opens. The orders are one-cancels-other, and expire if neither triggers within…

CommoditiesBreakoutVolatilityRisk management
BigQuant

This essay argues that experienced investors may communicate in a direct, plainspoken way because they have worked through complexity and learned to focus on what they understand. It frames simplicity as the result of discernment rather than lack of…

Risk managementStatistics
MQL5 code base

This trading-system description uses the DSS Bressert indicator’s stochastic cloud color as its signal. A trade is entered at bar close when the cloud changes color. Positions are exited either by a pending order or when the indicator changes color again.…

ForexTechnical indicatorsBacktestingRisk management
SuperMind

This document outlines a mainland China stock-selection screen built around three conditions: amplitude above 1, a rising base, and a gain above 1% on the current day. Its final stated logic also removes ST and *ST shares and describes selling when a candle…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This expert-advisor description outlines a tick-driven scalping system that compares short-window price returns with a rolling statistical baseline. It enters only when the move’s z-score exceeds a configurable threshold, then lets the user choose either…

ForexHigh-frequency tradingStatisticsRisk management
MQL5 code base

This expert advisor combines two independent trading systems, one using BrainTrend2 and the other AbsolutelyNoLagLWMA. Each system generates a trade signal when a bar closes and its indicator shows a trend-color change. Position size is adjusted separately…

ForexTechnical indicatorsPosition sizingRisk management
BigQuant

This document summarizes lifecycle funds, which adjust their asset allocation as a target date approaches. The described approach gradually reduces portfolio risk over time, with the aim of matching investment risk to the holder’s changing capacity for risk…

Multi-assetPortfolio constructionRisk managementChina markets
SuperMind

This note describes a Chinese stock selection rule combining daily price range, afternoon large-order net inflows, and relative trading volume. It specifies an amplitude above 1%, with volume ratio between 1.5 and 6, and treats qualifying shares as…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

The document presents a Chinese equity screening idea combining daily price amplitude above a threshold, a positive weekly MACD histogram, and recent limit-up behavior. It frames these conditions as a way to find active stocks with short-term upward…

EquitiesMomentumTechnical indicatorsRisk management
MQL5 code base

This product description explains an MT4 expert advisor for managing manually opened forex trades on the current currency pair. After an initial order is placed, the advisor can add positions when price moves a configured distance, up to a chosen maximum.…

ForexGrid tradingRisk managementExecution
ProRealCode

The document describes a short-term mean-reversion system for France 40, FTSE 100, and DAX index markets on a one-minute chart. It looks at the relationship between the opening price two candles earlier and the current close, with a directional sequence…

Mean reversionTechnical indicatorsEquitiesRisk management
BigQuant

This article discusses recruiting and interviewing in China’s quantitative trading industry. It argues that candidates need not come from finance: people trained in fields such as chemistry, mathematics, statistics, and computer science may bring useful…

Risk managementStatistics
SuperMind

This A-share stock screen combines a 14-period RSI below 65 with parent-company net profit growth above 20% and no more than 100%, plus at least two limit-up days within the prior 500 days. It also describes excluding suspended and special-treatment shares…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This proposed equity screen selects stocks associated with the metaverse theme, a rising 30-day moving average, and at least one limit-up event during the prior 25 days. The document provides an indicator formula reference and a Python sketch for these…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This stock-screening proposal targets companies classified in the metaverse industry when the KDJ indicator has just formed a bullish crossover and the shares have recorded at least two limit-up sessions within the prior 500 days. It specifies selecting…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This China A-share selection concept combines a moving-average trend filter, a size threshold, and a ranking by capital strength. It favors stocks whose 20-day moving average is above the 120-day average, treats size above 200 million as an eligibility…

EquitiesChina marketsTrend followingMomentum
SuperMind

This article describes a short-term China A-share screen based on three stated conditions: amplitude above 1%, evidence of main-force control on the prior day, and ranking among the top five by the current day’s auction amount. The intended idea is to find…

EquitiesChina marketsVolatilityMomentum
SuperMind

This document presents a simple China A-share selection rule: retain stocks with prior-day amplitude above 1%, circulating shares no greater than 5.5 billion, and exclude Beijing-listed shares. Its stated rationale is to focus on more volatile stocks with…

EquitiesChina marketsVolatilityTechnical indicators
FMZ forum

This article explains why a strategy with a positive arithmetic average return can still lose money when returns compound. It illustrates the point with alternating gains and losses, showing that the geometric return better reflects long-run account growth.…

Risk managementPosition sizingStatisticsFutures
MQL5 code base

This document describes an MT4 expert advisor that duplicates trades within the same account using a preset lot multiplier. It says the tool can be attached to any chart, handles simultaneous orders up to a stated limit, and may be synchronized on a virtual…

ExecutionPosition sizingRisk managementForex
SuperMind

This stock screen combines a 14-period RSI below 65, a daily gain above 1%, main-board listing, and a circulating market value between 5 billion and 10 billion yuan. The accompanying discussion presents the filters as a way to combine price strength with…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This article outlines an equity screen combining daily price conditions with a 15-minute MACD histogram signal. It selects stocks with an intraday range above 1%, a session low between 4% and 5% below the prior close, and a green MACD histogram that is…

EquitiesTechnical indicatorsMean reversionRisk management