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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

79,386 documents

SuperMind

The document proposes a stock-selection screen for Chinese A-shares. It combines daily price amplitude above one percent, a historical filter for 2021, and an auction-price return between negative two and positive five percent. The selected names form a…

EquitiesChina marketsTechnical indicatorsBacktesting
SuperMind

This stock-selection example combines three technical filters: daily amplitude above 1, prior-day actual turnover between 3% and 28%, and a weekly close crossing above its 30-week moving average. The proposed rationale is to find shares with a large trading…

China marketsEquitiesTechnical indicatorsBreakout
MQL5 code base

This document compares several common rate-of-change measures: raw momentum, percentage change, and ratio forms. It gives the corresponding formulas and maps several variants to names used in TA-Lib, TradeStation, and MetaStock. These definitions help…

Technical indicatorsMomentumStatistics
ProRealCode

The document explains the Gann HiLo Activator as a trend-following indicator attributed to Robert Krausz. It compares the close with moving averages of prior highs and lows, using a three-period lookback in the supplied version. When price is above the…

Technical indicatorsTrend followingRisk managementEquities
SuperMind

This Chinese-language post proposes an A-share stock screen that combines a technical condition with earnings growth and dividends. It selects stocks with RSI below 65, year-over-year growth in net profit attributable to parent-company shareholders above 20%…

EquitiesChina marketsTechnical indicatorsFactor investing
MQL5 code base

The document describes a Kalman Filter indicator intended to smooth price noise and extract an underlying trend. It distinguishes this recursive approach from filters that rely on a history of observations: each update uses the prior state estimate and its…

Technical indicatorsStatisticsTrend following
MQL5 code base

The document introduces the Psychological Index as an overbought and oversold indicator, noting that it was described in Futures Magazine in June 2000. Its calculation starts by marking each period as an up day when the close is higher than the preceding…

Technical indicatorsSentimentStatistics
BigQuant

This research surveys how several forms of Chinese Level 2 market data can support equity signals: minute bars, order-book snapshots and queues, and transaction-level records. It describes factors based on intraday return shape, downside variation,…

EquitiesHigh-frequency tradingFactor investingMarket microstructure
BigQuant

This research describes a bond-fund selection method built around return attribution. It expands the Campisi framework—which separates income, government-rate, credit-spread, and security-selection effects—with convertible-bond and monetary-policy effects.…

Fixed incomeFactor investingPortfolio constructionBacktesting
quant-trading

This repository overview introduces a collection of systematic trading approaches, including moving-average momentum, cointegration-based pairs trading, candlestick signals, and an opening-range breakout. It also points to projects in options, portfolio…

Technical indicatorsMomentumPairs tradingBreakout
FinRL

The FinRL data layer is presented as a unified processor for accessing market data from multiple APIs, cleaning it, and extracting features. Users specify a date range, stock list, interval, and other parameters. The document distinguishes missing…

EquitiesStatisticsTechnical indicatorsBacktesting
MQL5 code base

This indicator displays the opening price level of a candlestick from a user-selected higher timeframe on the chart. The timeframe is an input parameter, with twelve-hour candles shown as the default in the provided setting. The idea is to make a…

Technical indicators
SuperMind

The proposed stock screen combines three conditions: intraday amplitude above one percent, positive price-to-earnings ratio, and a shrinking negative MACD histogram on a 15-minute chart. The article interprets the amplitude filter as a way to find more…

EquitiesTechnical indicatorsMomentum
MQL5 code base

TDSGlobal is described as an Expert Advisor that combines MACD, OsMA, and Williams Percent Range (WPR) indicators. It is configured for daily charts and four currency pairs: USDCHF, GBPUSD, USDJPY, and EURUSD. The document identifies the idea’s collector…

ForexTechnical indicatorsBacktesting
MQL5 code base

This document describes a trend indicator derived from previously published work and updated with user-requested changes. The listed improvements include terminal, email, and push alerts, independent controls for each alert type, a simpler color scheme, an…

Technical indicatorsTrend followingRisk management
MQL5 code base

This document describes a chart indicator that displays weekly and monthly price levels. Users can set the calculation lookback in days and customize the color, line width, and line style separately for weekly and monthly levels. A further setting chooses…

Technical indicatorsEquities
BigQuant

This 2018 weekly report reviews a sharp post-holiday decline in Chinese equities, noting that large-cap leaders held up better than smaller companies. It interprets price structure, valuation, and long-term support as signs that the market was in a potential…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This document describes a Chinese stock screen that combines three conditions: daily price amplitude above 1%, a reversal or engulfing-style candle, and shortening green MACD histogram bars on a 15-minute chart. It presents the combination as a way to narrow…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen combines a daily price-range condition, a moving-average trend signal, and a minimum market-value filter. It seeks shares whose daily high-low range exceeds 1% of the previous close, whose five-period average crosses above the ten-period…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This technical stock screen targets shares in the metaverse sector when several bullish signals coincide. Its stated conditions include a MACD crossover, a five-day moving average crossing above both the ten-day and twenty-day averages, and the five-day…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock screen combines a turnover filter, a streak of declining closes, and evidence of a sharp rise within a recent lookback period. It selects shares with turnover between 3% and 12%, closes no higher than the prior close for seven consecutive…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This premarket stock screen combines three conditions: MACD above zero, price-to-earnings ratio above zero, and more than two limit-up days during the prior ten days. The article interprets positive MACD as an uptrend, positive P/E as a normal valuation…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This stock screen selects Chinese main board companies with daily amplitude above 1, more than three years since listing, and a daily gain above 1%. Its rationale is to favor more active shares while excluding newer listings and limiting the universe to the…

EquitiesChina marketsMomentumVolatility
MQL5 code base

This note describes M2_MACandle, an indicator that displays the output of the M2_MA moving average as a sequence of candlesticks. It argues that this visual form can make the processed price series more informative for analysis, though it does not specify…

Technical indicators