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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
Quantpedia
86 documents
TqSdk
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 article describes a Chinese main-board stock screen combining an RSI reading below 65, a daily gain above 1%, and relative volume bounded between 1.5 and 6. It presents the conditions as a way to find shares with positive short-term movement and…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

The Float indicator analyzes prior chart history to estimate the current trend situation for a currency pair. It marks the apparent beginning and end of trends in a separate chart window and shows Fibonacci retracement and DiNapoli levels on the main chart.…

ForexTechnical indicatorsTrend followingRisk management
MQL5 code base

This GBPUSD expert advisor description outlines a system that opens four positions with separate take-profit levels. Stop-loss and take-profit distances are scaled using ATR coefficients. Once a position reaches its target, the remaining positions are moved…

ForexTechnical indicatorsRisk managementPosition sizing
TqSdk

This report utility converts daily account snapshots and trade records into tables, then calculates summary statistics for simulated futures accounts or stock accounts. For both account types it derives daily profit and returns, cumulative profit and loss…

BacktestingStatisticsRisk managementFutures
BigQuant

This article explains how to measure whether active mutual fund managers adjust holdings in stocks with different downside market sensitivity ahead of market moves. It defines relative downside beta as the portfolio weighted downside beta minus conventional…

EquitiesRisk managementPortfolio constructionStatistics
SuperMind

This stock selection method combines a technical filter with an earnings growth screen. It selects main-board Chinese equities with a 14-period RSI below 65, a daily price rise above 1%, and year-over-year growth in net profit attributable to parent-company…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This note presents a Chinese equity screen requiring price amplitude above a stated threshold, a stock code beginning with 60, and an association with the metaverse concept. It explains the filters as a combination of higher price variability, a market…

EquitiesChina marketsVolatilityTechnical indicators
MQL5 code base

This document describes configurable settings for a MetaTrader 5 position risk monitor panel. Users can adjust where the panel appears on a chart, how often it refreshes, and how many open positions it displays. It also lists risk percentage thresholds used…

Risk managementPosition sizing
MQL5 code base

This document describes an indicator that plots stop-loss levels based on Average True Range. It provides an adjustable multiplier and ATR period, and includes helper functions so the calculation can be called from other code. The author says it can be used…

Risk managementTechnical indicatorsVolatility
NautilusTrader

This indicator extends a price channel with two intermediate levels, crossover signals, and optional stop-loss and take-profit markers. It defines five channel levels: the high and low boundaries, the midpoint, and two intermediate levels positioned between…

Technical indicatorsBreakoutRisk managementBacktesting
MQL5 code base

This tutorial describes a grid market-making strategy for dYdX v4. It places buy and sell limit orders at geometrically spaced prices around the mid, then shifts the full grid according to net inventory: a long position moves quotes lower, while a short…

CryptoMarket makingGrid tradingOn-chain data
SuperMind

This Chinese stock-screening post describes selecting shares with turnover between 3% and 12%, a circulating share count no greater than 5.5 billion, and an appearance on the previous day’s public top-trader list. It explains the list as a disclosure…

EquitiesChina marketsEvent-drivenRisk management
SuperMind

This stock screen combines a turnover-rate range with seven consecutive declining sessions. Its initial conditions require turnover between 3% and 12%, plus current turnover above 2% and below 9%; together, these overlapping limits make the effective current…

EquitiesTechnical indicatorsMean reversionRisk management
ProRealCode

This indicator combines a configurable moving average with symmetric bands whose width is an ATR multiple. A persistent trend state turns bullish when price closes above the upper band and bearish when it closes below the lower band; it remains unchanged…

Trend followingTechnical indicatorsVolatilityRisk management
MQL5 code base

This document describes a MetaTrader 4 order-management system in which an Expert Advisor monitors trades and chart scripts create or adjust entry, stop-loss, and take-profit lines by drag and drop. Because the lines are monitored on the trader’s computer…

ForexExecutionRisk managementPosition sizing
BigQuant

This research summary extends a framework for selecting functional equity funds for fund-of-funds portfolios. It distinguishes sectors where active stock selection may add value from those better served by sector ETFs. For consumer and growth exposures, it…

EquitiesFactor investingPortfolio constructionRisk management
SuperMind

This Chinese-language post describes an equity screen using three conditions: price amplitude above 1%, a ten-day gain greater than zero but below 35%, and a positive institutional-flow measure. It explains these filters as seeking stocks with some recent…

EquitiesMomentumTechnical indicatorsChina markets
SuperMind

This note proposes a short-term stock screen based on daily amplitude above 1, a condition described as main-force control on the prior day, and a 9:25 a.m. gain below 6%. It interprets the range as a sign of active price movement, the control measure as an…

EquitiesVolatilityTechnical indicatorsRisk management
Zipline

This documentation explains how Zipline organizes risk and performance measurements for algorithm simulations. A metrics set defines which values a backtest tracks, and its metrics can report at different frequencies. The default set includes examples such…

BacktestingRisk managementStatistics
Amberdata research

The document describes two risks institutions may encounter in decentralized finance: scam tokens, especially liquidity-draining rug pulls, and crypto assets connected to illicit activity. It argues that blockchain data can support token due diligence by…

CryptoDeFiOn-chain dataRisk management
MQL5 code base

This indicator note explains a short-term trading idea based on alternating periods of small and large price ranges. Range is treated as the distance traveled over a chosen interval, and a narrow range is described as a possible warning that a wider move may…

Technical indicatorsVolatilityMomentumRisk management
MQL5 code base

V1N1 LONNY is described as a multi-symbol intraday Expert Advisor that trades breakouts during the London session. It treats the pre-London Asian range as a no-trade zone, placing buy stops above the range high and sell stops below its low. Entries use the…

ForexBreakoutTechnical indicatorsRisk management
SuperMind

This Chinese-market stock screen combines a metaverse industry filter with Shenzhen main-board eligibility, valuation bounds, and a recent KDJ bullish crossover. It selects stocks with price-to-earnings ratios from 0 to 29.01 and price-to-book ratios from 0…

EquitiesChina marketsTechnical indicatorsMomentum