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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

79,386 documents

MQL5 code base

This short description outlines an expert advisor that trades Aroon indicator crossovers on a 15-minute chart. Aroon up and down trend variables can be used to confirm the direction on an hourly chart. A Williams Percent Range oscillator is added to help…

ForexTechnical indicatorsTrend followingBacktesting
SuperMind

This Chinese stock-screening note describes selecting shares with daily turnover between 3% and 12%, three consecutive declining sessions, and prior-day opening-auction turnover above 0.26. The proposed idea combines a recent price weakness pattern with…

EquitiesMean reversionTechnical indicatorsChina markets
BigQuant

This research summary describes factors derived from operating financial statements and reports selected long-short results. It identifies changes in operating current liabilities as a notable factor, with a reported Sharpe ratio of 2.62 and annualized…

EquitiesFactor investingStatisticsBacktesting
SuperMind

The post proposes a Chinese equity screen combining three conditions: today’s position-growth share above 5%, share price below 12, and a 2019 dividend ratio above 25%. It interprets rising position share as possible capital inflow, low nominal price as an…

EquitiesFactor investingRisk management
MQL5 code base

The indicator expresses current trading volume relative to its average over a chosen period, using percentage-style normalized values. Values can fall below zero when volume is quieter than the average, making subdued activity visible alongside volume…

Technical indicatorsStatistics
ProRealCode

This short indicator note presents a Relative Volatility Index (RVI) construction that adapts the RSI calculation to volatility. It weights standard deviation over ten closing-price days by whether the current close is above or below the previous close,…

Technical indicatorsVolatilityStatistics
Hummingbot docs

This community guide explains the structure and workflow of a Hummingbot V1 cross-exchange market-making strategy. It describes how the strategy's periodic tick leads through market-pair checks, order profitability checks, and order creation, and outlines…

CryptoMarket makingExecutionPosition sizing
SuperMind

This stock-selection rule screens Chinese equities for turnover between 3% and 12%, excludes stocks associated with Beijing, and selects main-board shares whose daily gain exceeds 1%. The article frames the conditions as a technical screen intended to…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This A-share stock screen combines a relative strength index below 65 with an external-to-internal trading volume ratio above 1.3 and a control ratio above 21%. The article interprets the RSI threshold as avoiding overbought conditions, the order-flow ratio…

China marketsEquitiesTechnical indicatorsMomentum
FMZ forum

The article explains how the Kelly criterion can set leverage and capital allocation to maximize long-run compounded growth. Under its simplifying assumptions of normally distributed strategy returns, stable estimated means and standard deviations,…

Risk managementPosition sizingPortfolio constructionStatistics
SuperMind

This note presents a Chinese stock screen for companies associated with beverage and alcohol imports or exports. It combines a turnover range of 3% to 12% with circulating market capitalization above 10 billion yuan. The accompanying examples refer to…

EquitiesChina marketsRisk management
SuperMind

This note describes a Chinese equity screen that combines daily turnover with circulating market capitalization. Its final rule selects stocks whose turnover is between 3% and 12%, whose circulating value is between 5 billion and 10 billion yuan, and whose…

EquitiesChina marketsMarket microstructure
MQL5 code base

The document describes a script that compares streams of price bars to find a similar historical sequence and illustrates the resulting match alongside a predicted bar and price area. Inputs control the comparison-window length, the number of bars shown, and…

Technical indicatorsStatisticsBacktestingEquities
SuperMind

The document presents a Chinese equity screening rule that selects stocks with RSI below 65, circulating market value between 5 billion and 10 billion yuan, and turnover between 3% and 12%. It frames RSI as a short-term overbought or oversold measure, market…

EquitiesChina marketsTechnical indicatorsFactor investing
MQL5 code base

The document describes a grid expert advisor that opens its first trade with a market order and places subsequent grid orders as pending limit orders. The direction alternates between buys and sells, with the user choosing the type of the initial trade. This…

Grid tradingExecutionRisk management
MQL5 code base

The document explains an automatic take-profit and stop-loss feature that attaches exit levels to each newly opened position. Traders set the levels using parameters such as a pip distance, a percentage of balance, or technical price levels. When a position…

Risk managementPosition sizingExecution
BigQuant

This research summary proposes stock-selection factors built from daily highs, lows, opens, and average traded prices, arguing that closing-price indicators alone miss information in price movement. It evaluates opening-price spikes, rebounds from intraday…

EquitiesChina marketsFactor investingTechnical indicators
SuperMind

This stock-selection proposal ranks shares by capital-flow strength, using measures such as turnover or volume ratio, and screens for prices above the five-day moving average and the 20-day average above the 120-day average. It interprets the price…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This document describes an oscillator that measures the standard deviation of each bar’s high-minus-low range over a chosen period. It offers two settings: the length of the calculation window and the standard deviation method. The indicator can be…

Technical indicatorsVolatilityStatistics
SuperMind

This stock-selection rule combines three conditions: MACD must be above zero, the share price must be below 12 yuan, and at least one daily gain of 10% or more must have occurred within the prior 25 trading days. The post gives both an indicator-style…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

The document describes an automated trading system that scans for classical chart structures, including head-and-shoulders formations, bottoms, triangles, flags, and cup-and-handle patterns. It seeks confirmation before entering a breakout by measuring bid…

BreakoutMarket microstructureRisk managementPosition sizing
Amberdata research

The article explains how an Ethereum contract can request off-chain data through Chainlink and use Amberdata as a source for market and blockchain information. It outlines the request lifecycle: fund the deployed contract with LINK, submit a request…

CryptoOn-chain dataExecution
MQL5 code base

This document describes TSI_DeMarker, an oscillator that derives its values from the DeMarker technical indicator. It includes its own signal line, displayed as a colored cloud. The description identifies MetaQuotes as the author and notes a dependency on…

Technical indicatorsForex
MQL5 code base

This document describes ColorRSI_X20_HTF, an MQL5 indicator that lets the user choose the timeframe used for the ColorRSI_X20 calculation through an input parameter. The example default is a four-hour period, and the selected timeframe can differ from the…

Technical indicatorsForex