Skip to content

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
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 post describes a narrow Chinese equity screen for beverage and alcohol import-export companies. It selects stocks whose recent trading range exceeds a threshold and whose opening price lies within a band around the 10-day moving average. The examples…

EquitiesTechnical indicatorsChina marketsRisk management
BigQuant

This article explains a cross-sectional futures strategy that ranks commodity contracts by roll yield, going long markets in backwardation and short markets in contango. It distinguishes weekly signal-based direction changes from contract rolls: the former…

FuturesCommoditiesCarryFactor investing
MQL5 code base

The document describes an expert advisor that manages stop loss, take profit, and trailing-stop levels on the trader’s computer rather than placing those levels with the broker. Its trailing stop uses three settings: the distance behind price, the profit…

Risk managementExecutionPosition sizing
MQL5 code base

This stock screen selects shares with a daily price range above a stated threshold, a condition described as prior-day major-player control, and a circulating share count no greater than 5.5 billion. The article interprets the range as a sign of active…

EquitiesTechnical indicatorsChina marketsRisk management
MQL5 code base

This trading script description presents a two-part exit plan. It calculates position size from account balance, stop distance, and a chosen percentage risk, then splits the position between an earlier profit target equal to the stop distance and a farther…

ForexPosition sizingRisk managementExecution
NautilusTrader

This document explains how NautilusTrader’s shared network clients add trading-system behavior to HTTP, WebSocket, and raw TCP transports. It covers quota sharing, proxy selection, connection reuse, retries, response limits, streaming deadlines, and…

ExecutionMarket microstructureStatisticsRisk management
MQL5 code base

This document describes an expert advisor that checks for trading signals when a new bar appears and only when it has no open position for the current symbol and its magic number. It averages the Bulls Power and Bears Power indicator readings across two…

ForexTechnical indicatorsRisk management
SuperMind

This document outlines a Chinese equity screen combining membership in the metaverse theme with a price above its 250-day moving average and turnover between 2% and 9%. The stated rationale is to focus on a popular sector, favor stocks trading above a…

EquitiesChina marketsTechnical indicatorsRisk management
Freqtrade docs

This guide explains static and trailing stop losses, including trailing stops that switch to a tighter loss allowance after a profit threshold or begin trailing only after a specified offset. It also covers exchange-placed stops, comparing market orders,…

Risk managementExecutionPosition sizingPerpetual futures
NautilusTrader

A stop-limit order waits for a specified trigger price, then submits a limit order at the chosen limit. This combines a conditional trigger with control over the worst acceptable execution price, making it useful for price-protected exits or breakout…

ExecutionRisk managementForexBreakout
MQL5 code base

This short description presents an Expert Advisor that closes every position open in an account once the broker server time passes a configured deadline. Its inputs include the closing time and a maximum permitted price deviation, indicating that the close…

Risk managementExecution
SuperMind

This document outlines a Chinese-equity selection idea using RSI below 65, price change combined with net large-order flow, exclusion of specially treated stocks, and a limit-up style condition. Its code example also filters for positive valuation fields and…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This document describes a Chinese-equity screening rule that combines an RSI reading below 65, the product of price change and net large-order volume, current trading volume above 10,000 lots, and a higher opening price. It presents these as technical,…

EquitiesChina marketsTechnical indicatorsMarket microstructure
SuperMind

This article describes a Chinese stock screen that looks for turnover between 3% and 12%, at least one limit-up day in the prior 25 days, and a rising price base. Its rationale is that active trading and a recent sharp advance may identify stocks with upward…

EquitiesMomentumTechnical indicatorsChina markets
MQL5 code base

This document presents an adapted Bollinger Bands Stops indicator for MetaTrader 5. It describes configurable calculation choices, including the type of moving average and a deviation sample correction, alongside alert and multi-timeframe options. The…

Technical indicatorsTrend followingRisk management
MQL5 code base

This document describes a MetaTrader expert advisor for adjusting trade levels by dragging chart objects. Its central idea is direct drag-and-drop interaction implemented in MQL, without relying on system DLLs. The interface is intended to let traders move…

ExecutionRisk management
MQL5 code base

This document describes a chart indicator for estimating position size from a planned order, stop loss, and take profit. The trader adds a starter line to the price chart; the indicator then displays separate order, stop, and target lines that can be moved…

Position sizingRisk managementExecution
BigQuant

This research summary examines whether macroeconomic and market indicators can predict returns to equity factors, with particular attention to the size and reversal factors in Chinese stocks. It uses IVX regression, presented as a response to endogeneity and…

EquitiesFactor investingStatisticsChina markets
MQL5 code base

The document describes a forex and stock trading EA that uses the DeMarker indicator and changes position size after losses. A user can configure the multiplier or lot-size increments, trading hours, trade limits, stop-loss and take-profit distances, and a…

ForexEquitiesTechnical indicatorsPosition sizing
Kraken Learn

This guide outlines U.S. federal tax reporting topics for digital asset activity during the 2025 tax year. It describes taxable disposals, including crypto-for-crypto trades, and treats staking rewards as income when the taxpayer gains the ability to control…

CryptoUS marketsRisk managementSpot markets
SuperMind

The proposed Chinese equity screen looks for companies with positive earnings, market capitalization within a stated ceiling, daily price amplitude above a threshold, and revenue growth between two specified years. The article frames the size and revenue…

EquitiesChina marketsFactor investingStatistics
SuperMind

The proposed stock screen ranks companies by capital strength, using measures such as trading volume and turnover to represent market attention. It also considers enterprise characteristics, including profitability and industry prospects, and excludes stocks…

EquitiesMomentumSentimentRisk management