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
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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

MQL5 code base

The document outlines a function for opening a trade in an MQL5 environment. It describes deriving an opening price and take-profit and stop-loss levels from symbol data and user parameters, then preparing a trade request with details such as instrument,…

ExecutionRisk management
MQL5 code base

This expert adviser places a Buy Stop above the high of bar one and a Sell Stop below its low, with a configurable offset. The setup seeks to enter when price moves beyond that bar’s range. Its parameters include stop loss, take profit, trailing stop…

ForexBreakoutExecutionRisk management
OctoBot

Staggered Orders is a grid-like trading mode intended for sideways markets. A trader sets upper and lower price bounds, along with a spread and increment; the system then calculates the buy and sell orders needed to cover that range and uses available funds.…

CryptoGrid tradingSpot marketsPortfolio construction
ProRealCode

This intraday Germany 30 strategy combines the direction of a 20-period moving average with 12-period momentum and a 20-period RSI. It opens long positions when price is above the average, momentum is rising across recent readings, and RSI crosses above 70.…

FuturesTrend followingMomentumTechnical indicators
BigQuant

This reading list summarizes three studies on portfolio construction. One develops a finite-horizon allocation framework using nominal assets, with closed-form optimal strategies and utility. It describes how hedging demand depends on the investor’s horizon,…

Multi-assetPortfolio constructionRisk managementFixed income
SuperMind

The document presents a stock-screening idea that combines MACD above its zero line, upward-diverging daily moving averages, and an external-to-internal trading volume ratio above a stated threshold. It then extends the screen with fundamental filters:…

EquitiesTechnical indicatorsMomentumFactor investing
ProRealCode

This indicator description explains a Relative Strength Index tool that marks overbought and oversold states, then uses those states to define price channels and identify swing pivots. Users can adjust the RSI period and threshold levels, with shorter…

Technical indicatorsMean reversionMomentumRisk management
SuperMind

This Chinese equity-screening note combines four conditions: price amplitude above 1%, current trading volume above 10,000 lots, a higher opening price, and circulating market capitalization above 10 billion yuan. It frames the screen as a way to find…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This Chinese stock-screening note proposes ranking shares by capital-flow strength, considering company type, and requiring more than two limit-up sessions within the previous ten days. The discussion interprets repeated limit ups as evidence of strong…

EquitiesChina marketsMomentumBreakout
SuperMind

This Chinese stock-selection note describes a screen combining three conditions: a price range above 1%, net buying by large orders in the afternoon, and a 2019 dividend payout ratio above 25%. It presents the conditions as a mix of trading activity and a…

EquitiesChina marketsTechnical indicatorsRisk management
Awesome Systematic Trading

This strategy selects liquid U.S.-listed stocks above a minimum price and enters when a stock’s closing price reaches or exceeds its previous highest close. It holds qualifying positions in an equally weighted portfolio, adjusts allocations daily, and uses a…

EquitiesTrend followingBreakoutTechnical indicators
Lumibot

This guide describes ways to organize AI agents inside a trading strategy, from a single analyst to specialist research teams, opposing bull and bear views, and sequential debate. It distinguishes deterministic strategies, agent-led decisions, and hybrid…

Machine learningRisk managementExecutionBacktesting
SuperMind

This stock-selection note describes a screen combining a 3%–12% turnover range, a rising DEA condition, and three consecutive limit-up sessions. The accompanying indicator formula expresses the trend filter through moving-average relationships, while the…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

This indicator measures weekend price gaps for a selected instrument and timeframe to assess whether fading a gap may be viable. It divides observations into recent gaps, the last twelve months, and the full available history. For each period, it reports gap…

StatisticsMean reversionRisk managementTechnical indicators
MQL5 code base

This Expert Advisor trades changes in the direction shown by the ColorJJRSX indicator. It opens a position when the indicator changes color at a bar close, then can close the position once its holding time exceeds a configured limit. The holding-time exit is…

ForexTechnical indicatorsRisk managementBacktesting
SuperMind

The proposed stock screen selects companies in the metaverse sector whose closing price is above its five-day moving average, then ranks candidates by opening-auction amount and keeps the top five. The document presents this as a way to combine a sector…

EquitiesChina marketsMomentumTechnical indicators
ProRealCode

The document presents a custom trend indicator that combines STE with a three-bar trailing stop associated with Larry Williams. Its stated aim is to anticipate directional changes and make larger trends easier to follow than with the author's earlier…

Technical indicatorsTrend followingBreakoutRisk management
SuperMind

The document describes a simple Chinese A-share screen that selects stocks with turnover rates between 3% and 12%, excludes Beijing-listed shares, and requires a share price below a stated threshold. Its rationale is that the turnover band may identify…

EquitiesChina marketsTechnical indicatorsRisk management
Freqtrade

This Freqtrade strategy seeks long entries after short-term weakness while using a higher timeframe trend filter. On the five-minute chart, it looks for either a close near a recent low and below the lower Bollinger Band, or a multi-bar decline followed by a…

CryptoMean reversionTrend followingTechnical indicators
Kraken Learn

This beginner’s guide explains futures grid trading bots, which place long and short orders at preset price levels around a contract price. The approach aims to capture repeated movements within a range by systematically buying and selling, rather than…

CryptoFuturesGrid tradingRisk management
Qlib

Qlib separates forecasting signals from portfolio construction. A strategy turns prediction scores into trading decisions, while a weight-based base class lets users specify target holdings and delegates order generation to the framework. The documented…

Portfolio constructionBacktestingExecutionRisk management
SuperMind

This post proposes screening stocks that have at least two limit-up sessions within 500 days and five moving averages described as overlapping. It interprets the moving-average condition as a possible sign of nearby support and resistance, and repeated…

EquitiesChina marketsTechnical indicatorsMomentum
Amberdata research

The article explains how leveraged perpetual futures positions can be liquidated when traders fail to meet maintenance margin requirements. It treats liquidation data as forced buy or sell order flow that may reveal short-term market pressure, and describes…

CryptoPerpetual futuresMarket microstructureBacktesting
MQL5 code base

This expert advisor monitors open positions across symbols and magic numbers. After a position has been open for a configurable number of seconds, it checks whether profit has reached a configured threshold in points. If the threshold is met, the advisor…

ExecutionRisk managementPosition sizing