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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

79,386 documents

SuperMind

This post describes a Chinese equity screening rule combining a large daily high-low range, at least one strong up day in the recent trading window, and a close above the previous day’s low. The accompanying discussion frames these conditions as filters for…

EquitiesChina marketsVolatilityMomentum
SuperMind

This post outlines a stock-selection idea combining a short-versus-long moving-average trend filter with measures of daily position increases and large-order net flow. The initial logic highlights a positive position-increase share, the product of price…

China marketsEquitiesTechnical indicatorsMomentum
BigQuant

This post documents an attempted BigQuant workflow for combining daily Chinese stock bars with prefactor and money-flow tables. The query joins records by date and instrument, selects price and valuation fields, calculates returns, and applies a non-null…

China marketsEquitiesStatistics
MQL5 code base

This brief indicator description presents a trend identifier oscillator intended to distinguish directional markets from flat conditions. It exposes five settings: a moving-average period, the price used for that average, a signal-line period, a deviation…

Technical indicatorsTrend followingVolatility
SuperMind

This post describes a Chinese A-share screening rule that combines daily price range, a newly formed KDJ crossover, and relative volume. Stocks enter a watchlist when the range exceeds the stated threshold and volume ratio falls within the specified band.…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This Chinese-language post proposes a stock screen using daily price range, closing price, and the ratio of outside to inside trading volume. Its stated core thresholds are amplitude above 1, close below 20, and outside volume divided by inside volume above…

EquitiesTechnical indicatorsMarket microstructureChina markets
Stratmill research code

The module implements the two-step Engle–Granger approach to constructing a portfolio intended to be mean reverting. It uses ordinary least squares to regress a chosen dependent asset’s price on the other price series, defaulting to the first input column as…

Pairs tradingMean reversionStatisticsPortfolio construction
MQL5 code base

The Ultimate Oscillator combines buying pressure relative to true range across three lookback periods. Each period’s ratio is calculated by summing buying pressure and true range over that window, then dividing the two sums. The shortest period receives the…

Technical indicatorsMomentum
BigQuant

This research summary treats intraday stock prices as time series rather than isolated observations. It applies empirical mode decomposition (EMD) to separate trend-like price signals from noise, then uses their relative strength to form a signal-to-noise…

EquitiesFactor investingMean reversionStatistics
MQL5 code base

This document describes an automated strategy that trades changes in the KWAN_RDP indicator’s direction. A signal occurs when the indicator changes color at a bar’s close, providing the entry trigger for the expert advisor. The indicator file must be…

ForexTechnical indicatorsBacktesting
MQL5 code base

This short description identifies FineTuningMA as a moving average indicator designed to allow detailed configuration. It credits the indicator to gumgum and notes that an earlier implementation appeared in MQL4’s Code Base in 2010. The page offers no…

Technical indicators
ProRealCode

The proposed rule buys Gold Mini on Friday afternoon and closes the position later that day. The description identifies the instrument as Gold Kasse Mini, gives a one-hour timeframe, and says the strategy was tested with IG Markets data dating from 2006. The…

CommoditiesFuturesBacktestingRisk management
MQL5 code base

This brief description presents a single-file collection of averaging methods, including familiar simple and exponential averages alongside smoothed, weighted, triangular, sine-weighted, Hull, and T3 variants. It also lists a linear regression value and…

Technical indicatorsStatistics
MQL5 code base

TimerEA is an expert advisor for opening and closing orders at specified dates and times on the symbol to which it is attached. Scheduling can be based on a day of the week or a day of the year. It supports market orders as well as pending stop and limit…

ExecutionRisk managementPosition sizing
MQL5 code base

This indicator adds a trend-strength cue to AML using a standard deviation calculation. When the AML indicator’s standard deviation exceeds a configurable threshold, the indicator places a colored dot on its moving average. The dot color reflects the current…

Technical indicatorsVolatilityTrend following
MQL5 code base

This expert advisor runs two NRTR signal systems, one for long positions and one for short positions. Each side has its own settings, including separate identifiers, position sizing, and switches for allowing entries and exits. The separation lets a trader…

ForexTechnical indicatorsTrend followingBacktesting
SuperMind

This document describes an A-share stock screen that selects Shenzhen main-board shares with daily price amplitude above 1%, a nonempty outstanding convertible-bond name, positive price-to-earnings ratio below 29.01, and positive price-to-book ratio below…

EquitiesChina marketsFactor investingTechnical indicators
MQL5 code base

The Relative Momentum Index, developed by Roger Altman, is described as a variation of the Relative Strength Index. Instead of comparing each close with the immediately preceding close, it measures gains and losses relative to the close a chosen number of…

Technical indicatorsMomentumEquities
MQL5 code base

The document describes an implementation of William Blau’s Ergodic Oscillator, associated with his work on momentum, direction, and divergence. The indicator is displayed as a colored histogram, with its signal line represented as a colored cloud. This is a…

Technical indicatorsMomentum
SuperMind

The document outlines an A-share stock screen combining an RSI below 65, a daily gain above 1%, main-board listing, and non-ST status. It proposes selecting five stocks from the day’s limit-up leaders, with selection intended before 10 a.m. The rationale…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

The indicator tracks a session’s developing high and low, freezes those levels when the session ends, and monitors subsequent price action for a sweep. A breach must exceed a configurable buffer; the signal is confirmed only if price closes back inside the…

ForexTechnical indicatorsMean reversionMarket microstructure
SuperMind

This document describes a short-term stock screen combining daily price amplitude above 1, a controlling-shareholder measure whose absolute daily change exceeds 21, and a rising DEA value from MACD. It shows examples of how to express these conditions in a…

EquitiesChina marketsTechnical indicatorsMomentum
ProRealCode

The document presents a daily Nasdaq adaptation of the Universal XBody Strategy and gives optimized settings: a lookback period of 878, mode 1, positive signal orientation, and filters of 41 and 0. It calculates each candle’s body as close minus open, takes…

EquitiesTechnical indicatorsMomentumBacktesting