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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

29,558 documents

vn.py

This guide explains a configurable pre-trade risk engine that checks orders before they are sent through a trading API. Rules can be enabled in a JSON settings file and include symbol blacklists and whitelists, order size and value caps, cancellation limits,…

Risk managementExecutionPosition sizing
MQL5 code base

This strategy uses the highest and lowest prices over a configurable number of recent bars to choose a trade direction. If the current bar sets the lookback high, it opens a buy; otherwise, it opens a sell. The premise is that prices often revisit recent…

BreakoutMean reversionRisk managementPosition sizing
SuperMind

This stock screen combines a daily range condition with sustained profitability and a momentum indicator. It selects shares whose high–low range exceeds an ATR-based threshold, whose return on equity stayed above 15% across five years, and whose 14-period…

EquitiesFactor investingTechnical indicatorsRisk management
FMZ guides

This guide explains FMZ’s simulated-tick and real-tick backtesting modes. Simulated ticks are generated from candlestick data, while real-tick mode replays recorded tick data and can include depth and trade records. The guide describes the trade-off between…

BacktestingStatisticsRisk managementExecution
SuperMind

The proposed screen selects main-board stocks with circulating market value between 5 billion and 10 billion yuan, turnover between 3% and 12%, and a stated daily maximum decline between 4% and 5%. The article presents the filters as a way to find stocks…

China marketsEquitiesTechnical indicatorsRisk management
SuperMind

This stock-selection post describes a screen using three short-term conditions: a positive ten-day return below 35%, daily amplitude above 1%, and a stated concentration measure below 20%. It frames these filters as a way to identify stocks with recent gains…

China marketsEquitiesTechnical indicatorsRisk management
SuperMind

This Chinese A-share screening idea combines three technical conditions: at least five moving averages are described as converging, the KDJ indicator has just formed a bullish crossover, and the 20-day moving average is above the 120-day average. The post…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen combines a metaverse-concept filter with a simple price condition: the current close must be above the previous session’s low. It also excludes Beijing-listed A shares. The document gives corresponding indicator logic and a Python example,…

EquitiesChina marketsTechnical indicatorsPosition sizing
MQL5 code base

The Trend Risk indicator estimates a smoothed price and a smoothed high-low range, then uses a deviation multiplier to form upper and lower channel boundaries. A close above the upper boundary or below the lower boundary places the boundary value in a signal…

Technical indicatorsTrend followingBreakoutRisk management
Binance API docs

The document explains three spot-trading fee categories: standard commissions, tax commissions, and special commissions. It distinguishes account and symbol rate queries, which show current rates and buyer or seller components, from a test-order calculation…

Spot marketsExecutionRisk management
MQL5 code base

CloseAgent is presented as an automated position-closing tool that combines Bollinger Bands with the Relative Strength Index. It is intended to identify overbought or oversold conditions as potential exit points, particularly for residual positions near the…

Technical indicatorsRisk managementExecution
SuperMind

This Chinese-language post proposes a short-term stock screen combining turnover between 3% and 12%, a reversal or engulfing-style pattern, and auction-period buying attributed to large and very large orders. The stated flow threshold is more than 0.7…

EquitiesMomentumMarket microstructureSentiment
SuperMind

This Chinese-language post proposes screening stocks in the metaverse sector when KDJ has just crossed upward and a rounded chart pattern is present. It limits selection to before 10:00 on each trading day and says eligible stocks are intended for same-day…

EquitiesTechnical indicatorsMomentumBacktesting
MQL5 code base

The document outlines an automated trading system for MetaTrader 5 that uses RSI thresholds to identify mean-reversion entries. Its default overbought and oversold levels are 80 and 20, and it detects threshold crossings as signals. An open position is…

Mean reversionTechnical indicatorsRisk managementPosition sizing
vn.py community

This forum exchange clarifies a difference between ScriptTrader and VeighNa’s CTA strategy module. A user asks whether ScriptTrader supports stop orders, noting that the module is described as supporting multiple exchanges and instruments, hedging between…

ExecutionRisk managementFuturesEquities
Lumibot

This strategy uses a public disclosure page as a signal for trading stocks or exchange-listed units. A research agent retrieves the page and checks when it was published; the strategy proceeds only when the disclosure predates the trading session and reports…

EquitiesEvent-drivenPosition sizingRisk management
SuperMind

The article describes a Chinese stock selection screen combining turnover between 3% and 12%, appearance on the prior day's Dragon-Tiger list, and a concentration measure. It frames turnover and the listing as signals of liquidity and market attention, while…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

This description outlines a forex expert advisor built around a single 20-period moving average. It is presented for major currency pairs and multiple chart time frames, and the text says its decisions use the open price of the current candle. The listed…

ForexTechnical indicatorsTrend followingPosition sizing
MQL5 code base

This MQL5 utility evaluates how sensitive a trading strategy’s historical results are to assumed execution costs. It reads closing-deal records containing dates, profits, and optionally volumes, then recalculates net profit and profit factor at the chosen…

ExecutionBacktestingRisk managementStatistics
MQL5 code base

This description outlines a MetaTrader 5 trade copier with a master account and one or more slave accounts. The master writes position information to a shared binary file, which slave instances poll to replicate changes. The copier is intended to synchronize…

ExecutionRisk managementMarket microstructure
SuperMind

This Chinese A-share screening proposal selects stocks using three stated conditions: amplitude greater than one, a dividend payout ratio above 25% in 2019, and at least one limit-up move during the preceding month. The accompanying discussion interprets the…

EquitiesChina marketsTechnical indicatorsRisk management
Freqtrade

Quickie is a five-minute long-only strategy designed to enter and exit trades quickly while limiting losses with a preset stop. Its entry rule combines an ADX threshold, a rising nine-period TEMA below the Bollinger middle band, and a close below the…

MomentumTechnical indicatorsRisk management
Kraken Learn

Blockchain bridges connect networks that use different technical standards, allowing assets and data to move between them. The article describes a common lock-and-mint pattern: a user deposits an asset into a bridge contract on the source chain, the bridge…

CryptoDeFiRisk managementSpot markets