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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

12,303 documents

SuperMind

This A-share stock screen combines a price-amplitude threshold, appearance on the previous day's top-trader list, and simultaneous bullish crossover signals. The examples use moving averages, MACD, and KDJ to represent the technical signals, then intersect…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This A-share screening rule combines a daily price-range threshold, the presence of an outstanding convertible bond name, and a weekly bullish-bar condition. The accompanying formula uses a high-low range calculation, a bond-name check, and moving-average…

EquitiesChina marketsTechnical indicatorsVolatility
MQL5 code base

The document describes T3 Bands as a variation on Bollinger Bands. It replaces the simple moving average used for the central line with a T3 smoother, and uses a T3-based deviation in place of standard deviation to define the upper and lower bands. The…

Technical indicatorsVolatility
MQL5 code base

This note describes an alternative implementation of Average True Range. It says the example provided with MetaTrader 5 approximates a simple moving average of true range to reduce execution time, producing results that are very close to an SMA but not…

Technical indicatorsVolatilityExecution
MQL5 code base

This indicator classifies market conditions into four states by combining a selectable oscillator trigger with measures of trend strength. The user can choose stochastic, CCI, RSI, MACD, or momentum as the source for trend detection. Histogram colors…

Technical indicatorsTrend followingVolatility
ProRealCode

The indicator combines three readings of Williams %R across short, intermediate, and long horizons. Its reactive pulse blends the short-range reading with a stochastic transformation, while its slower trend line weights the longest horizon most heavily.…

Technical indicatorsTrend followingMomentumVolatility
BigQuant

The article explains Dual Thrust, an intraday opening-range breakout method applied to futures. It defines a prior-period range as the larger of the highest high minus the lowest close, or the highest close minus the lowest low. Multiplying that range by…

FuturesBreakoutVolatilityExecution
SuperMind

The document describes a stock screen combining daily price range, MACD, company size, and annual profitability. It selects shares with an amplitude above 1, MACD above its zero line, market capitalization below 10 billion yuan, and positive net profit. The…

EquitiesTechnical indicatorsVolatilityRisk management
MQL5 code base

The document describes a MetaTrader indicator that can issue alerts when several XFisher signal events occur: a zero-line crossing, a change in histogram direction, a move through overbought or oversold levels, or an exit from those regions. Users can…

Technical indicatorsMomentumVolatility
SuperMind

The document describes a Chinese equity screening rule combining daily price range, turnover, and the opening price relative to the 10-day moving average. It seeks stocks with a price range above 1%, turnover above 2% and no more than 9%, and an open near…

EquitiesChina marketsTechnical indicatorsVolatility
BigQuant

This document summarizes three research topics. The first compares earnings announcement returns (EAR) with standardized unexpected earnings (SUE), describing EAR as a measure of the market response to unexpected information in earnings announcements. It…

EquitiesEvent-drivenFactor investingVolatility
MQL5 code base

This document describes an Expert Advisor that checks for signals when a new bar appears. It identifies direction from a crossing of two moving averages, with a minimum separation threshold that can be set independently for buy and sell trades. After a…

Technical indicatorsTrend followingVolatilityRisk management
Amberdata research

This podcast recap examines changes in Bitcoin and Ethereum options volatility, focusing on the spread between their implied volatilities. The discussion attributes shifts in that relationship to factors including persistent option supply, an Ethereum ETF…

CryptoOptionsVolatilityDerivatives pricing
MQL5 code base

This document describes a modified Laguerre RSI indicator that adapts its behavior using average true range and applies a Laguerre filter to smooth the RSI values. The author characterizes both the adaptation and smoothing as dynamic features, with the…

Technical indicatorsVolatilityMean reversion
MQL5 code base

The document describes an indicator that applies extended Fibonacci levels to standard Bollinger Bands. It identifies the underlying indicator as the standard iBands calculation, with Fibonacci levels used to draw the bands. This suggests a charting…

Technical indicatorsVolatility
Awesome Systematic Trading

This strategy takes monthly long or short positions across a diversified set of commodity, currency, equity-index, and government-bond futures. For each contract, it compares its excess return over the previous 12 months with zero, going long after a…

FuturesMulti-assetMomentumVolatility
SuperMind

This stock-selection note screens Chinese equities in the metaverse theme with circulating market capitalization above a stated threshold. It further applies a condition linking the prior day’s turnover rate with the ratio of today’s opening auction volume…

EquitiesChina marketsSentimentVolatility
MQL5 code base

This document describes a chart indicator that fills the area between two moving averages calculated from high and low prices. The resulting band appears as a colored histogram on the price chart, providing a visual envelope around price based on the…

Technical indicatorsVolatility
MQL5 code base

The document describes a universal oscillator indicator intended to bring several popular oscillators together in one display. Alongside fixed reference levels, it adds two dynamic level types: one derived from a moving average and another from Bollinger…

Technical indicatorsVolatility
Amberdata research

This podcast recap contrasts the sharp equity selloff after unexpectedly severe U.S. tariff announcements with Bitcoin’s relative price and implied-volatility stability. It discusses possible explanations, including earlier crypto deleveraging, seller…

CryptoOptionsVolatilityRisk management
Amberdata research

This product update describes several analyses for crypto derivatives and blockchain activity. Its options material includes constant-maturity butterfly values across selected deltas and time windows, at-the-money implied volatility box plots, and dealer…

OptionsVolatilityDerivatives pricingOn-chain data
SuperMind

This stock screen combines price activity with an industry filter. It selects Chinese listed companies tied to beverage alcohol production, alcohol imports and exports, or related supply chains, provided they have an intraday amplitude above 1, current…

EquitiesChina marketsVolatilityTechnical indicators
MQL5 code base

The Average of ATR indicator compares the Average True Range with its moving average. Its suggested confirmation rule is to examine a price-action setup or act on an existing signal when ATR crosses above its average. The indicator presents this relationship…

Technical indicatorsVolatilityStatistics
MQL5 code base

This brief document introduces an implementation of John Ehlers’s FM Demodulation indicator, based on an article published in May 2021. It frames price movement as having an amplitude-modulated component associated with volatility and a frequency-modulated…

Technical indicatorsVolatilityStatistics