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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

29,558 documents

SuperMind

This Chinese stock-selection example screens for securities whose codes begin with 60, whose turnover rate is between 3% and 12%, and whose daily percentage change falls between a 4% and 5% loss. The accompanying sample workflow obtains a listed-stock…

China marketsEquitiesTechnical indicatorsRisk management
MQL5 code base

This document describes an MT4 script that exports account order history to a delimited file for analysis in spreadsheet software. Alongside the available trade attributes, it calculates fields such as net profit after swap and commission, price movement,…

ForexStatisticsRisk management
SuperMind

This stock screen ranks shares by capital-flow strength, from strongest to weakest, and filters for a positive price-to-earnings ratio and a dividend payout ratio above 25% in 2019. The stated rationale is to combine evidence of investor inflows with…

EquitiesFactor investingSentimentRisk management
MQL5 code base

ICE is presented as an aggressive momentum system that seeks strong price impulses and validates them before entry. Detection combines volume with candle-body strength relative to volatility. Confirmation uses a moving-average slope and volatility and spread…

MomentumBreakoutVolatilityRisk management
FMZ forum

This essay argues that traders should define their market position, objective, and route before trading, including choosing whether they intend to trade short, medium, or longer horizons. It warns that switching horizons to chase an apparent quick gain can…

FuturesRisk managementPosition sizing
MQL5 code base

The document describes an expert advisor that monitors an existing position and opens an opposite position when the original position’s loss exceeds a configured pip threshold. For a losing buy, it opens a sell of the same lot size. It then monitors that…

Risk managementPosition sizing
SuperMind

This note describes a short-term A-share screen using daily amplitude above 1% and relative volume between 1.5 and 6, measured against a five-day average. The article's stated logic adds an exact closing-price condition of 18.5, and it characterizes the…

EquitiesTechnical indicatorsVolatilityChina markets
SuperMind

This note presents a technical stock screen requiring daily amplitude above 1%, a current low below the previous day's low, and a rising 30-day moving average. It frames the wide range as a sign of heightened price movement, the lower low as a pullback…

EquitiesTechnical indicatorsTrend followingChina markets
SuperMind

This note describes an A-share stock screen combining daily price amplitude above 1%, a reversal pattern, and positive trailing-twelve-month P/E. The amplitude condition targets stocks with larger daily ranges, while the reversal condition is intended to…

EquitiesTechnical indicatorsChina marketsRisk management
MQL5 code base

The document explains a position sizing calculator that converts a trader’s risk budget and stop-loss distance into a proposed lot size. The budget may be specified as a fraction of account equity or a fixed account-currency amount. The calculator uses the…

Position sizingRisk managementForex
quant-trading

The document implements two momentum approaches for a single asset: MACD from short and long exponential moving averages of closing prices, and the Awesome Oscillator from short and long simple moving averages of the high-low midpoint. Both use…

MomentumTechnical indicatorsBacktestingRisk management
SuperMind

This document describes a Chinese equity screen for robot-related companies with daily amplitude above 1, no limit-up close on the previous day, and circulating market value below 10 billion yuan. It frames amplitude as a way to find active shares, the…

EquitiesChina marketsVolatilityRisk management
SuperMind

This overview describes alpha as a return opportunity identified by studying historical data and relationships among market, company, macroeconomic, and text information. It outlines a research cycle: develop an economic rationale and measurable signal,…

StatisticsBacktestingRisk managementMachine learning
SuperMind

This stock screen combines three conditions: price amplitude above 1, turnover greater than 2% but below 9%, and a 2019 dividend payout ratio above 25%. The post presents the criteria as a way to find shares with trading activity and a history of substantial…

EquitiesFactor investingChina marketsRisk management
SuperMind

This Chinese-language post describes an equity screening rule that combines a daily price-range threshold, afternoon large-order net inflows, and a measure labeled “today’s control” above a stated threshold. Its rationale is that a wider range may indicate…

EquitiesTechnical indicatorsRisk management
ProRealCode

The document explains a Smart Money Concepts indicator that marks price structure and possible areas of institutional activity. It describes swing highs and lows, trend phases, and two structure signals: a break of structure, interpreted as possible trend…

Technical indicatorsBreakoutMean reversionRisk management
SuperMind

This A-share screening idea combines technical and fundamental filters: RSI below 65, parent-company net profit growth above 20% and no more than 100%, and upward-diverging moving averages. The article’s example implementation further screens out…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

This Expert Advisor uses colored arrows from the XD-RangeSwitch indicator to make trading decisions. The described input controls whether trades follow the arrow direction or take the opposite direction. The document also notes that a supporting library can…

ForexTechnical indicatorsBacktestingRisk management
SuperMind

This document presents a Chinese equity screening idea focused on stocks in the metaverse industry. It selects companies with a volume ratio between 1.5 and 6, market capitalization above 200 million, and a relative-strength ranking among the top 100. The…

EquitiesMomentumTechnical indicatorsRisk management
ProRealCode

This document presents a regime indicator that applies cumulative sum (CUSUM) change detection to deviations of price from a Hull moving average. Separate bullish and bearish accumulators build when residuals persist in one direction, while a drift term…

Trend followingStatisticsTechnical indicatorsVolatility
SuperMind

This document explains a trend-regime indicator that applies a one-sided cumulative sum test to price deviations from a Hull moving average. Separate accumulators track persistent positive and negative residuals; a drift allowance suppresses small…

Trend followingStatisticsTechnical indicatorsVolatility
BigQuant

This research summary proposes a framework for classifying and selecting bond funds according to investment objective, portfolio holdings, historical performance, and manager record. It emphasizes medium- and long-term pure bond funds, assessing their…

Fixed incomeFactor investingPortfolio constructionRisk management
MQL5 code base

This document describes a rule-based strategy that enters a trade when the RSI crosses above 73 or below 27. It uses the RSI signal to initiate a buy or sell position, then relies on average true range (ATR) to set and adjust exits. The initial stop is…

ForexCommoditiesBreakoutTechnical indicators
vn.py community

The forum thread describes a case where a VeighNa application connected to CTP and completed strategy orders, yet its daily log file remained empty. The user found that log events reached the logging engine and initially had logging enabled with a…

ExecutionRisk management