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
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

The document proposes screening Chinese metaverse-related stocks for a positive daily close-to-close return while the session low falls between 4% and 5% below the previous close. This combines a positive closing result with a substantial intraday decline,…

China marketsEquitiesMean reversionTechnical indicators
Kraken Learn

The document defines crypto trading signals as alerts, supplied manually or algorithmically, that can identify potential entries, exits, and risk levels. Their stated purpose is to help traders act on trade ideas without having to develop every idea…

CryptoRisk managementExecution
BigQuant

This opinion piece argues that quantitative trading’s advantages extend beyond execution speed. It emphasizes systematic research and iteration: models can combine many fundamental and price-based signals, test relationships across historical data, and…

Multi-assetMachine learningStatisticsRisk management
SuperMind

This stock screen combines a price-range filter, a five-day moving-average condition, and a metaverse-related classification. It selects shares whose high-to-low range, measured against the previous close, exceeds a threshold; whose closing price is above…

EquitiesTechnical indicatorsMomentumChina markets
Lumibot

This example outlines a disclosure-following workflow based on public House periodic transaction reports. It distinguishes the transaction date from the date a filing becomes public, and says a strategy should only make a record available from publication…

Event-drivenEquitiesOptionsRisk management
MQL5 code base

This document describes a MetaTrader 5 SuperTrend indicator that adapts its volatility bands and selected trade parameters using prior signal outcomes. It offers reversal and failed-breakout signal modes, with optional confirmation from RSI, tick-volume…

Technical indicatorsTrend followingMachine learningRisk management
SuperMind

This document outlines a Chinese stock selection rule using turnover of 3% to 12%, circulating market capitalization from 1 to 55 billion yuan, and a control activity indicator above 21. The page gives the criteria in prose and in formula-like and Python…

China marketsEquitiesTechnical indicatorsRisk management
MQL5 code base

This product description outlines an automated trading system that uses an “Accelerator” indicator and trades from the open price of a candle. It says the EA is intended for major forex pairs and NASDAQ stocks, across timeframes, and recommends trying it on…

ForexEquitiesTechnical indicatorsRisk management
Kraken Learn

The document explains restaking as a way to extend security from a staked crypto asset to additional blockchain services, such as oracle networks, data availability layers, and bridges. It contrasts this arrangement with staking that keeps assets dedicated…

CryptoDeFiRisk management
SuperMind

This Chinese-language post proposes a stock screen combining three conditions: daily price range above 1%, a positive ten-day return below 35%, and a measure labeled today’s position increase above 5%. It interprets the range as a sign of active price…

EquitiesMomentumTechnical indicatorsStatistics
BigQuant

This literature review explains time-series and cross-sectional momentum strategies applied to equity anomaly factors. The time-series approach buys factors with positive trailing returns and shorts those with negative returns; the cross-sectional approach…

EquitiesMomentumFactor investingStatistics
Hyperliquid docs

This literature review explains time-series and cross-sectional momentum strategies applied to equity anomaly factors. The time-series approach buys factors with positive trailing returns and shorts those with negative returns; the cross-sectional approach…

EquitiesMomentumFactor investingStatistics
FMZ forum

This essay argues that simulated trading can test whether a strategy is viable before risking real capital, while acknowledging that success in simulation does not guarantee live profits. It presents practice as a way to learn execution details and reduce…

Risk managementPosition sizingBacktesting
MQL5 code base

The system opens an initial position at a fixed lot size when the DeMarker indicator permits entry. If a position is already open and price moves a specified distance from the most recent entry, another position may be added when the indicator again allows…

ForexGrid tradingTechnical indicatorsPosition sizing
SuperMind

This proposed Chinese equity screen looks for non-special-treatment stocks in the metaverse sector whose opening price is near the 10-day moving average, with selection completed before 10 a.m. It then applies a multi-session limit-up pattern: consecutive…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

The document describes a manual trading tool with buttons to open and close positions and settings for stop losses, take profits, trailing exits, and trade size. It outlines both per-trade controls and a basket-level protocol that can close all positions…

ExecutionRisk managementPosition sizing
SuperMind

The document describes a short-term stock screening method combining RSI below 65, a rising KDJ K value, and moving-average conditions. Its code references compare the 5-day and 20-day averages and require price to be above the 60-day average. The…

EquitiesTechnical indicatorsMomentumRisk management
MQL5 code base

This short description introduces an MQL5 library for calculating Optimal f, a position-sizing method based on Ralph Vince’s work on money management. The author explains that the library was pursued as an alternative to the Kelly Criterion, which they…

Position sizingRisk managementStatistics
SuperMind

This post proposes screening Chinese stocks associated with the robotics theme using price amplitude, recent performance, and a ceiling on free-float market value. Its written criteria require amplitude above a threshold and a positive but bounded return…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This Chinese-language post outlines a stock screen combining daily amplitude, a reversal-style pattern, and market capitalization above a stated threshold. It describes the goal as finding shares with larger price movement and a possible reversal while…

China marketsEquitiesTechnical indicatorsMean reversion
SuperMind

The article outlines a Chinese equity screening rule that combines daily price range, a large-order net-flow ranking, and a measure of institutional activity. It describes selecting stocks with a price range above a stated threshold, strong large-order flow,…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

The document describes a trading utility that helps close positions according to a configured stop-loss amount and a take-profit multiple of that amount. The stop-loss input must be negative. It describes two stop-loss approaches: setting a stop on an order…

Risk managementPosition sizingExecution
vn.py community

This article walks through a deliberately random directional strategy for dYdX. It selects long or short entries with equal probability, uses fixed profit and loss thresholds to exit, and increases the next order size after a loss while resetting size after…

CryptoFuturesBacktestingRisk management