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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

9,660 documents

SuperMind

This post describes a Chinese equity screen that combines membership in the metaverse theme, positive net buying attributed to large participants during the opening auction, and a share price at or above 18.5 yuan. It sketches implementations using…

EquitiesChina marketsEvent-drivenExecution
MQL5 code base

This document introduces a VWAP indicator for intraday trading and describes its use in judging price relative to a volume-weighted average. It notes that algorithmic and institutional traders use VWAP as a reference, while day traders may use it to assess…

Technical indicatorsExecutionMarket microstructure
FMZ forum

The article explains a box spread formed from four options at two strike prices: a lower-strike call is bought, a higher-strike call is bought, and puts at the two strikes are sold and bought in the corresponding legs. It presents the position as the…

OptionsArbitrageDerivatives pricingExecution
MQL5 code base

This short description presents a modified display of the Parabolic Stop and Reverse indicator in a separate chart window. Its additional function checks whether the charted instrument has an open position and issues an alert when the SAR signal moves…

Technical indicatorsRisk managementExecution
Amberdata research

This webinar overview describes a panel discussion about the development of digital asset markets and institutional participation. Its topics include market structure, regulation, trading technologies, institutional entry, and practical approaches to trading…

CryptoMarket microstructureExecution
TqSdk

This example demonstrates an iceberg-style execution workflow for a futures contract. The trader chooses a symbol, a total volume, minimum and maximum order sizes, and a buy or sell direction. A target-position task manages orders toward the desired net…

FuturesExecutionMarket microstructure
OctoBot

This product guide explains a redesigned strategy interface with two parts: a viewer for examining and comparing strategies, and a creator for configuring new tests. The viewer presents performance metrics, behavior over time, and individual trade details.…

CryptoBacktestingPortfolio constructionExecution
FMZ live strategies

This live-robot dashboard records a crypto spot arbitrage system trading BTC/USDT across Gate and KuCoin, alongside a wider set of monitored assets. Its logs show paired buys and sells on the two venues, with the direction varying by trade. The displayed…

CryptoArbitrageSpot marketsExecution
MQL5 code base

This Expert Advisor uses the AFIRMA autoregressive finite impulse response moving average indicator to generate trade signals. It checks for a change in the indicator’s direction when a bar closes, then forms a signal. The document notes that the indicator…

ForexTechnical indicatorsBacktestingExecution
vn.py community

This short forum exchange addresses a Python import error that appeared after upgrading VeighNa. A user reports that strategies which previously worked now fail because `AccountData` cannot be imported from the CTA strategy package. The reply identifies the…

Execution
MQL5 code base

This description presents a trading-platform header library intended to let Expert Advisors submit buy, sell, and modification requests asynchronously. Its central idea is to avoid making the strategy wait for a server response after each order, allowing…

ExecutionMarket microstructureRisk managementHigh-frequency trading
Amberdata research

This market commentary surveys crypto conditions around the period following Ethereum’s Shapella upgrade. It describes a permit-signature scam risk: gasless token approvals can look like ordinary wallet signatures, making it difficult for users to recognize…

CryptoExecutionMarket microstructureFutures
FMZ forum

The essay argues that a strategy’s statistical edge depends on applying its rules consistently. It distinguishes knowledge of a method’s behavior and risks from knowledge of one’s own ability to follow it under pressure. A hypothetical stock entry missed…

Risk managementStatisticsExecution
vn.py

This guide explains how to enable a trading gateway in VeighNa Station or load one from a startup script, connect through VeighNa Trader, and view account, position, order, trade, and contract information. Gateway settings can be edited in the application or…

FuturesOptionsEquitiesExecution
MQL5 code base

This document describes a MetaTrader expert advisor built around signals from the Candels High Open indicator. The generated advisor can place market and pending orders and uses a Parabolic SAR based trailing stop. It requires both the signal module and the…

ForexTechnical indicatorsExecutionBacktesting
Qlib

This example outlines an end-to-end workflow for training and evaluating reinforcement learning agents for order execution. It covers preparing five-minute HS300 data and order files, configuring PPO and OPDS training tasks, saving checkpoints, and running a…

ExecutionMachine learningBacktestingMarket microstructure
SuperMind

This document describes a Chinese A-share stock screen that combines trading activity, a technical trigger, and a capital-flow ranking. It selects stocks with turnover between 3% and 12%, a newly formed KDJ golden cross, and positive price movement, then…

China marketsEquitiesTechnical indicatorsMomentum
vn.py community

This forum exchange discusses discrepancies in daily bars built from intraday data using VeighNa's PortfolioBarGenerator. A user reports that bars formed with a presumed close near the end of the session show the previous day's date and that live synthesized…

FuturesExecution
BigQuant

This article explains why individual investors may find it difficult to compete with quantitative trading firms. It highlights four claimed advantages: automated rules can reduce emotional decision-making; computational systems can monitor many securities…

EquitiesStatisticsExecutionRisk management
MQL5 code base

The document describes an expert advisor that trades support and resistance levels drawn by a user with trendline tools. The trader indicates the intended direction graphically, and the advisor opens a position when price crosses the configured level. If a…

ForexTechnical indicatorsExecution
MQL5 code base

This description outlines an indicator concept based on the ICT Silver Bullet approach. It proposes restricting fair value gap detection to selected morning or afternoon macroeconomic trading windows, on the premise that time alignment can help distinguish…

Technical indicatorsMarket microstructureExecution
MQL5 code base

This document describes an MT4 script for opening charts in batches. Users can choose every symbol in Market Watch or supply a comma-separated list, select a timeframe, and optionally apply a saved chart template. A text filter can restrict symbols by a name…

Execution
MQL5 code base

This expert advisor opens a trade when a candle reaches a configurable minimum size within a specified number of minutes. An optional maximum length for the opposing candle shadow can filter the signal; the relevant shadow differs for buys and sells. Trading…

Technical indicatorsPosition sizingRisk managementExecution
SuperMind

This document explains how to trade a cointegrated pair using entry and exit levels produced by a minimum-profit optimization method. It defines a spread from the two asset prices and a hedge coefficient. When the spread falls below the buy threshold, the…

Pairs tradingArbitrageStatisticsExecution