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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
WonderTrader
14 documents
Alphalens
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 A-share screening idea combines investor-position growth above 5%, seven consecutive declining sessions, and at least two limit-up events within the prior 500 days. The rationale is to look for buying interest in stocks that have a history of sharp…

EquitiesChina marketsMomentumRisk management
MQL5 code base

This document describes a service that periodically checks swap rates for specified trading symbols and records changed values in monthly CSV files. Each record contains a timestamp and the long and short swap values, creating a history that traders can…

ForexCarryRisk management
MQL5 code base

The document describes an Expert Advisor for manual trading that applies stop-loss and take-profit levels to market and pending orders. Its controls include when trailing begins, the trailing distance from the current price, the profit threshold for moving a…

ForexExecutionRisk managementPosition sizing
SuperMind

The post proposes a Chinese stock screen combining price amplitude, prior-day actual turnover, and time since listing. It selects stocks with amplitude above 1, turnover between 3% and 28%, and a listing history longer than one year. It includes sample…

EquitiesChina marketsFactor investingRisk management
MQL5 code base

This Expert Advisor combines a Laguerre indicator, a moving average, and the Commodity Channel Index to define buy and sell conditions. The document describes buying when Laguerre is at its lower extreme, the moving average is rising, and CCI is below a…

Technical indicatorsMean reversionMomentumPosition sizing
FMZ forum

This translated tutorial builds a simplified digital currency called Infocoin to explain core Bitcoin protocol ideas. It begins with signed payment messages, then introduces unique coin identifiers and a shared transaction ledger. Because separate users…

CryptoMarket microstructureRisk management
MQL5 code base

The document proposes watching for divergences in the relationship between two currency pairs and taking opposing positions when a gap appears. It focuses on AUD/JPY, CAD/JPY, and NZD/JPY, and gives AUD/JPY versus NZD/JPY as an example. A pip-value…

ForexPairs tradingArbitragePosition sizing
MQL5 code base

This document describes a MetaTrader expert advisor derived from an earlier Forex Fraus version. It uses the Envelopes indicator and was designed for EUR/USD on the one-minute chart, with possible use on other instruments. The EA can apply adjustable…

ForexTechnical indicatorsPosition sizingRisk management
SuperMind

This document describes a Chinese stock screen applied after the market opens. It combines amplitude above 1, a change in a measure labeled institutional buying, and a circulating share count no greater than 5.5 billion shares. The rationale offered is that…

EquitiesTechnical indicatorsChina marketsRisk management
SuperMind

This document outlines a Chinese equity screen using three conditions: amplitude above 1, a closing price below 20, and a selected company or industry category. Its example implements the category filter with a pharmaceutical industry label and proposes…

EquitiesTechnical indicatorsChina marketsRisk management
Cryptohopper blog

This document describes a forex expert advisor that uses two moving averages to determine trade conditions. If price moves against an open position by a configured pip distance, the system opens another trade in the original direction and repeats the process…

ForexTechnical indicatorsPosition sizingRisk management
BigQuant

This essay uses an unfinished introduction to a supposed futures reversal method to illustrate the appeal and danger of searching for secret signals. It does not describe a specific entry rule or demonstrate that any reversal strategy works. Instead, it…

FuturesRisk managementPosition sizing
SuperMind

This Chinese equity screening proposal combines a price-amplitude threshold, a requirement that the stock have an associated outstanding convertible bond name, and a 15-minute MACD condition described as the negative histogram bars becoming shorter. The post…

EquitiesTechnical indicatorsMomentumRisk management
backtrader

This Backtrader example enters a long position when a short-period simple moving average crosses above a longer-period average. Once a position exists, it submits a sell stop order, configurable as a trailing stop or trailing stop-limit. The trailing…

BacktestingTrend followingTechnical indicatorsRisk management
Amberdata research

This podcast overview discusses Nexus Mutual, an Ethereum-based mutual insurance protocol focused on covering smart contract and decentralized finance risks. The protocol combines member-provided capital with a market for assessing covered risks: the team…

CryptoDeFiRisk managementOn-chain data
NautilusTrader

This tutorial describes a live short-volatility strategy that sells an out-of-the-money BTC call and put on Bybit, then hedges the resulting delta exposure with a BTCUSDT perpetual. It selects strikes by percentile within the nearest-expiry option chain,…

CryptoOptionsVolatilityPerpetual futures
SuperMind

This proposed short-term stock screen requires amplitude above 1, a shrinking negative MACD histogram on a 15-minute chart, and an external-to-internal trading volume ratio above 1.3. The note interprets the conditions as combining elevated price movement, a…

China marketsEquitiesTechnical indicatorsMomentum
BigQuant

This forum question concerns two lines in a portfolio trading template that limit how much cash may be allocated to an instrument. The poster asks whether the instrument is a stock selected by a prediction step, whether the maximum cash parameter is the…

Position sizingRisk managementEquities
BigQuant

The document outlines a portfolio construction method for fund-of-funds portfolios targeting absolute returns. It combines Black-Litterman expected-return estimates, which blend market equilibrium returns with investors’ absolute or relative views according…

Multi-assetPortfolio constructionRisk managementStatistics
BigQuant

The speaker argues that quantitative investing should combine statistical description, machine learning prediction, and economic or financial theory. These serve different purposes: describing data, forecasting outcomes, and explaining underlying mechanisms.…

Machine learningStatisticsRisk managementUS markets
SuperMind

This document outlines an equity screen using three criteria: at least five moving averages converging, a listed float market capitalization above 10 billion yuan, and a 2019 dividend payout ratio above 25%. It frames moving-average alignment as a sign of…

EquitiesTechnical indicatorsFactor investingRisk management
MQL5 code base

This MT5 indicator tracks up to three configured symbols and analyzes completed Asian and London session ranges, using M5 as its default internal timeframe. A session sweep alone does not qualify: the described sequence requires a sweep, a close through a…

ForexTechnical indicatorsMarket microstructureRisk management
MQL5 code base

The MinMax indicator calculates the minimum and maximum price over a chosen period. It uses their midpoint as a general trend estimate and assesses direction through the midpoint’s slope. The document also describes the upper and lower extremes as potential…

Technical indicatorsTrend followingRisk management