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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

79,386 documents

Hyperliquid docs

This documentation explains how Hyperliquid's time-weighted average price order divides a total order into smaller submissions at intervals based on order size and duration. It gives examples of how a one-hour order and a multi-day order are divided, and…

CryptoExecutionMarket microstructureRisk management
SuperMind

This note outlines an equity screen requiring RSI below 65, exclusion of a designated Chinese market board, and a 15-minute MACD histogram condition intended to identify shrinking negative momentum. The rationale is that shortening negative bars may indicate…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This note describes a Chinese equity screening rule combining a 14-period RSI below 65, greater buy-side than sell-side volume, and a volume ratio between 1.5 and 6. It presents the rule as a way to find stocks with a relatively favorable technical reading…

EquitiesChina marketsTechnical indicatorsSentiment
BigQuant

This introductory article explains Matplotlib’s role in Python data visualization and outlines the Figure and Axes objects, along with its state-based pyplot and object-oriented interfaces. It notes that the library supports chart types such as lines,…

EquitiesStatistics
SuperMind

This post proposes a stock screen combining daily price range, relative trading volume, and a newly formed KDJ golden cross. Its explanation frames the range condition as a way to find more volatile stocks, while a bounded volume ratio is intended to select…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese stock-selection post describes a screen based on a turnover range, a 2021 listing date, and positive prior-day auction turnover. The prose explains auction turnover as a rough gauge of activity and a possible aid to identifying near-term trading…

EquitiesChina marketsTechnical indicators
Hummingbot docs

The article introduces a marketplace model in which exchanges and token issuers fund campaigns that reward participants for supplying crypto market liquidity with market-making bots. Rewards are tied to observable order-book conditions: a spread-based…

CryptoMarket makingExecutionMarket microstructure
FMZ forum

This article recounts ten episodes it labels currency wars, moving from early paper money and metallic standards through sterling and dollar dominance, the breakdown of Bretton Woods, Latin American debt, Japan's Plaza Accord, European exchange-rate turmoil,…

ForexFixed incomeMulti-assetChina markets
SuperMind

The document describes a three-condition stock screen: a daily increase in reported position share above 5%, a weekly price crossover above the 30-week moving average, and a 2019 dividend ratio above 25%. It explains these conditions as a combination of…

EquitiesBreakoutTechnical indicatorsChina markets
ProRealCode

This indicator concept estimates seller pressure as the distance from a bar’s high to its close, and buyer pressure from its low to its close, with an option to take the absolute value of the buyer measure. It smooths these series using a configurable moving…

Technical indicatorsMarket microstructureStatistics
MQL5 code base

This brief note compares a normalized version of MACD with the standard indicator. It says the two may look similar in ordinary conditions but can diverge substantially during periods of elevated volatility. The differences may affect not only the indicator…

Technical indicatorsVolatility
SuperMind

This Chinese-language post describes a stock screen that requires MACD to be above its zero line, DEA to be rising, and the 20-day moving average to exceed the 120-day average. It presents the conditions as a way to identify stocks with positive momentum and…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This Chinese-language post proposes screening metaverse-related stocks using the previous day's actual turnover rate, with a stated range above 3% and below 28%, and a 14-period RSI below 65. The stated rationale is to focus on stocks with some trading…

China marketsEquitiesTechnical indicatorsStatistics
MQL5 code base

The strategy defines a range using the high and low of the first four-hour candle of the New York day. Once that candle has formed, it waits for a five-minute close outside the range, followed by a close back inside. A move above the high and then back into…

ForexMean reversionBreakoutBacktesting
MQL5 code base

This indicator description explains a visual way to compare the Skyscraper_Fix trend signal across ten timeframes. It plots ten indicator lines, with line and dot colors derived from the original indicator's middle-line color scheme. A star appears on a line…

Technical indicatorsTrend following
Amberdata research

An interview with an experienced derivatives trader traces his move from equity derivatives into crypto and explains how exotic option books can behave under stress. Autocallables combine contingent coupons with short exotic downside exposure, while their…

CryptoOptionsVolatilityRisk management
Amberdata research

The article explains how crypto market makers support trading by placing bids and asks around prevailing prices, seeking to earn the spread while keeping order books populated. It links two-sided quoting with faster execution, narrower spreads, reduced price…

CryptoMarket makingMarket microstructureExecution
BigQuant

The report develops stock selection factors from abnormal operating cash flow as proxies for real earnings management. Its premise is that firms can alter real business activity to make reported performance look stronger, potentially harming future…

China marketsEquitiesFactor investingBacktesting
MQL5 code base

This expert advisor combines RSI reversal signals with moving average direction. It buys when RSI leaves oversold territory and turns upward while the moving average is rising; the sell setup reverses those conditions. A higher timeframe moving average can…

ForexTechnical indicatorsTrend followingBacktesting
SuperMind

This Chinese-language post proposes a stock screen combining at least five clustered moving averages, a close above the Bollinger middle band but below its upper band, and a dividend measure above a stated threshold for 2019. It describes the combination as…

EquitiesChina marketsTechnical indicatorsFactor investing
MQL5 code base

Ozymandias is presented as a price indicator intended to filter short-term fluctuations. It plots a colored line around the price range and a band that signals overbought or oversold conditions. The line color represents an average price value, while the…

Technical indicatorsTrend following
NautilusTrader

This reference explains an order-rejection event in an execution system. A rejection marks an order as terminal, updates the order and cache, and is published to the message bus for handlers such as a strategy’s rejection callback. The event commonly follows…

ExecutionMarket microstructureRisk management
BigQuant

This research summary discusses how asset prices can reflect economic expectations before official data is released. It proposes comparing year-over-year changes in a basket of asset prices with economic indicators, and comparing asset-price changes with…

Multi-assetStatisticsMomentum