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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

12,303 documents

SuperMind

The proposed screen selects stocks after the open when their five-period amplitude measure exceeds a threshold, the measured institutional participation rate changes materially from the prior day, and the share price equals a specified level. The document…

EquitiesChina marketsVolatilityTechnical indicators
MQL5 code base

This trading system uses changes in the VininI_Trend_LRMA indicator to generate signals when a bar closes. Traders can choose between entering when the indicator crosses its upper or lower levels, or entering when its direction changes. A ChangeOfVolatility…

ForexTrend followingVolatilityTechnical indicators
SuperMind

This Chinese stock selection note proposes combining three conditions: prior-day price amplitude above 1%, appearance on the previous day’s 龙虎榜 (a list of stocks with notable trading activity), and a newly formed bullish KDJ crossover. The rationale is that…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock-selection rule looks for shares with daily amplitude above 1%, an opening price within 2% of the 10-day moving average, and no prior-day limit-up. The article frames volatility as a source of potential short-term opportunity, the opening-price…

EquitiesVolatilityTechnical indicatorsRisk management
SuperMind

This note outlines an equity screen for metaverse-related stocks. It combines daily price amplitude above 1 with a condition that at least one trading day in the prior 25 sessions had a gain of 10% or more. The stated rationale is to find volatile shares…

EquitiesVolatilityMomentumTechnical indicators
Amberdata research

This excerpt organizes the 2025 crypto market into six regimes, grouped into early-year optimism, a mid-year build, and a late-year crisis and aftermath. It proposes identifying regimes through their triggers and through changes in flows, open interest,…

CryptoPerpetual futuresVolatilityRisk management
ProRealCode

The document shares a compact price-following stop formula built from recent highs, average true range, and a rolling low. It first offsets the highest high over a short lookback by one third of the 20-period ATR, then takes the lowest value of that adjusted…

Technical indicatorsVolatilityRisk management
MQL5 code base

This document explains an indicator that calculates a time-weighted average price from a selected cash-market open through the end of the broker's server day. Unlike tick-volume-weighted VWAP, each unit of session time receives equal weight. To handle…

Technical indicatorsStatisticsVolatilityEquities
SuperMind

The screen selects stocks whose daily high-low range exceeds one percent, excludes Beijing-listed A-shares, and requires the opening price to lie above the ten-day moving average of closing prices but below 110% of that average. The article presents the…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

The document describes a stock screen combining three conditions: daily high-low range above one percent of the previous close, a trading date in 2021, and a MACD value below zero from two trading days earlier. It gives corresponding formula and Python…

EquitiesTechnical indicatorsVolatilityRisk management
MQL5 code base

This brief description concerns a trading robot that acts on market sentiment and recommends using it with volatile instruments, giving Brent and Sberbank as examples. Its update describes two conditions for closing a position: trading volume falls below a…

SentimentVolatilityExecution
SuperMind

This note describes a short-term screen for Chinese equities using three conditions: daily high-low amplitude above one percent, a closing price below 20, and a prior-day close that was not near the stated upper limit threshold. It presents the rules as a…

China marketsEquitiesTechnical indicatorsVolatility
MQL5 code base

The document introduces a volatility ratio as a way to distinguish quieter market conditions from more volatile ones. It contrasts this approach with standard deviation, arguing that a ratio with a reference level can make relative volatility states easier…

VolatilityTechnical indicatorsStatistics
SuperMind

The document describes a Chinese stock selection rule combining price amplitude above 1, tradable shares no greater than 5.5 billion, and exclusion of stocks that hit the daily upper price limit on the previous day. Its rationale is to seek stocks with…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This Chinese-language article describes an equity screen based on price amplitude, prior-day trading activity, and opening-auction turnover. The stated final rule selects stocks whose amplitude exceeds one, whose prior-day turnover exceeds 60 million, and…

EquitiesVolatilityTechnical indicatorsStatistics
SuperMind

This document describes a short-term Chinese stock screen that looks for shares with an amplitude above 1, evidence of main-force control on the prior day, and a current-day low between 4% and 5% below the previous close. The stated rationale is to focus on…

EquitiesChina marketsVolatilityTechnical indicators
FMZ forum

The document surveys option buyer and seller risks, then explains dynamic delta hedging as a way to manage directional exposure. It describes how delta changes with the underlying price, time to expiration, and volatility, and illustrates rebalancing a short…

OptionsFuturesVolatilityRisk management
SuperMind

This document describes a Chinese stock watchlist screen combining daily price range, a recent limit-up event, and a signal labeled as prior-day main-force control. Its rationale is that larger price swings and recent limit-ups may indicate attention and…

China marketsEquitiesMomentumVolatility
SuperMind

This stock screen selects names whose daily high-low range exceeds one percent of the low, that recorded at least one limit-up day in the preceding 25 sessions, and that have a nonempty outstanding convertible-bond name field. The resulting names enter a…

EquitiesChina marketsVolatilityEvent-driven
SuperMind

This stock screen combines three conditions: daily amplitude above 1%, observations dated in 2021, and a ten-day price gain greater than zero but below 35%. The document interprets the amplitude condition as selecting more volatile stocks and the gain band…

EquitiesMomentumVolatilityTechnical indicators
MQL5 code base

The Value Chart is presented as a detrended price oscillator: readings farther above or below its center are framed as possible reversal zones. The indicator offers adjustable bar and wick display, overbought and oversold bands, alerts, and external access…

Technical indicatorsMean reversionVolatilityOptions
SuperMind

This screening concept combines three conditions: intraday range greater than 1, at least one daily gain of 10% or more during the preceding 25 trading days, and a current gain between -5% and 2.6%. It aims to find shares that have shown a sharp prior move…

EquitiesChina marketsVolatilityMomentum
BigQuant

This study develops two equity factors from the relationship between intraday volatility and the return-to-volatility ratio. The “rebuilding” factor uses the daily covariance between that ratio and volatility to represent cases where volatility rises without…

EquitiesVolatilityFactor investingTechnical indicators
MQL5 code base

This document outlines an expert advisor intended for XAUUSD on a 15-minute chart. It combines RSI entry filtering with recovery entries spaced according to ATR, plus market-structure checks based on lower lows, lower highs, and support conditions. Position…

CommoditiesTechnical indicatorsVolatilityRisk management